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116works
22topics
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Published work

116 publications

preprint2026arXiv

Covering Human Action Space for Computer Use: Data Synthesis and Benchmark

Computer-use agents (CUAs) automate on-screen work, as illustrated by GPT-5.4 and Claude. Yet their reliability on complex, low-frequency interactions is still poor, limiting user trust. Our analysis of failure cases from advanced models suggests a long-tail pattern in GUI operations, where a relatively small fraction of complex and diverse interactions accounts for a disproportionate share of task failures. We hypothesize that this issue largely stems from the scarcity of data for complex interactions. To address this problem, we propose a new benchmark CUActSpot for evaluating models' capabilities on complex interactions across five modalities: GUI, text, table, canvas, and natural image, as well as a variety of actions (click, drag, draw, etc.), covering a broader range of interaction types than prior click-centric benchmarks that focus mainly on GUI widgets. We also design a renderer-based data-synthesis pipeline: scenes are automatically generated for each modality, screenshots and element coordinates are recorded, and an LLM produces matching instructions and action traces. After training on this corpus, our Phi-Ground-Any-4B outperforms open-source models with fewer than 32B parameters. We will release our benchmark, data, code, and models at https://github.com/microsoft/Phi-Ground.git

preprint2026arXiv

EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents

Embodied agents can benefit from skills that guide object search, action execution, and state changes across diverse environments. Since embodied environments vary across layouts, object states, and other execution factors, these skills must self-evolve from trajectories generated during task execution. However, existing skill self-evolution methods are mainly developed in digital environments and often convert trajectories into coarse skill updates. Directly applying this paradigm to embodied settings is problematic, because a failed task execution may reflect not only incorrect skill content, but also an execution lapse in which the agent fails to follow valid guidance. We propose EmbodiSkill, a training-free framework for embodied skill self-evolution through skill-aware reflection and targeted revision. EmbodiSkill interprets each trajectory with respect to the current skill, uses skill-changing evidence to update the skill body, and uses execution-lapse evidence to preserve and emphasize valid guidance. Experiments on ALFWorld and EmbodiedBench show that EmbodiSkill consistently improves embodied task success. On ALFWorld, EmbodiSkill enables a frozen Qwen3.5-27B executor to reach 93.28% task success, outperforming GPT-5.2 used as a direct agent without skills by 31.58%. These results show that skill-aware self-evolution helps embodied agents accumulate reusable procedural knowledge from their own trajectories.

preprint2026arXiv

Geometry Conflict: Explaining and Controlling Forgetting in LLM Continual Post-Training

Continual post-training aims to extend large language models (LLMs) with new knowledge, skills, and behaviors, yet it remains unclear when sequential updates enable capability transfer and when they cause catastrophic forgetting. Existing methods mitigate forgetting through sequential fine-tuning, replay, regularization, or model merging, but offer limited criteria for determining when incorporating new updates is beneficial or harmful. In this work, we study LLM continual post-training through three questions: What drives forgetting? When do sequentially acquired capabilities transfer or interfere? How can compatibility be used to control update integration? We address these questions through task geometry: we represent each post-training task by its parameter update and study the covariance geometry induced by the update. Our central finding is that: forgetting can be considered as a state-relative update-integration failure, it arises when the covariance geometries induced by tasks misalign with the geometry of the evolving model state. Sequential updates transfer when they remain compatible with the model state shaped by previous updates, and interfere when state-relative geometry conflict becomes high. Motivated by this finding, we propose Geometry-Conflict Wasserstein Merging (GCWM), a data-free update-integration method that constructs a shared Wasserstein metric via Gaussian Wasserstein barycenters and uses geometry conflict to gate geometry-aware correction. Across Qwen3 0.6B--14B on domain-continual and capability-continual settings, GCWM consistently outperforms data-free baselines, improving retention and final performance without replay data. These results identify geometry conflict as both an explanatory signal for forgetting and a practical control signal for LLM continual post-training.

preprint2026arXiv

GUITester: Enabling GUI Agents for Exploratory Defect Discovery

Exploratory GUI testing is essential for software quality but suffers from high manual costs. While Multi-modal Large Language Model (MLLM) agents excel in navigation, they fail to autonomously discover defects due to two core challenges: \textit{Goal-Oriented Masking}, where agents prioritize task completion over reporting anomalies, and \textit{Execution-Bias Attribution}, where system defects are misidentified as agent errors. To address these, we first introduce \textbf{GUITestBench}, the first interactive benchmark for this task, featuring 143 tasks across 26 defects. We then propose \textbf{GUITester}, a multi-agent framework that decouples navigation from verification via two modules: (i) a \textit{Planning-Execution Module (PEM)} that proactively probes for defects via embedded testing intents, and (ii) a \textit{Hierarchical Reflection Module (HRM)} that resolves attribution ambiguity through interaction history analysis. GUITester achieves an F1-score of 48.90\% (Pass@3) on GUITestBench, outperforming state-of-the-art baselines (33.35\%). Our work demonstrates the feasibility of autonomous exploratory testing and provides a robust foundation for future GUI quality assurance~\footnote{Our code is now available in~\href{https://github.com/ADaM-BJTU/GUITestBench}{https://github.com/ADaM-BJTU/GUITestBench}}.

preprint2026arXiv

MedHopQA: A Disease-Centered Multi-Hop Reasoning Benchmark and Evaluation Framework for LLM-Based Biomedical Question Answering

Evaluating large language models (LLMs) in the biomedical domain requires benchmarks that can distinguish reasoning from pattern matching and remain discriminative as model capabilities improve. Existing biomedical question answering (QA) benchmarks are limited in this respect. Multiple-choice formats can allow models to succeed through answer elimination rather than inference, while widely circulated exam-style datasets are increasingly vulnerable to performance saturation and training data contamination. Multi-hop reasoning, defined as the ability to integrate information across multiple sources to derive an answer, is central to clinically meaningful tasks such as diagnostic support, literature-based discovery, and hypothesis generation, yet remains underrepresented in current biomedical QA benchmarks. MedHopQA is a disease-centered multi-hop reasoning benchmark consisting of 1,000 expert-curated question-answer pairs introduced as a shared task at BioCreative IX. Each question requires synthesis of information across two distinct Wikipedia articles, and answers are provided in an open-ended free-text format. Gold annotations are augmented with ontology-grounded synonym sets from MONDO, NCBI Gene, and NCBI Taxonomy to support both lexical and concept-level evaluation. MedHopQA was constructed through a structured process combining human annotation, triage, iterative verification, and LLM-as-a-judge validation. To reduce leaderboard gaming and contamination risk, the 1,000 scored questions are embedded within a publicly downloadable set of 10,000 questions, with answers withheld, on a CodaBench leaderboard. MedHopQA provides both a benchmark and a reusable framework for constructing future biomedical QA datasets that prioritize compositional reasoning, saturation resistance, and contamination resistance as core design constraints.

preprint2026arXiv

SLAM-LLM: A Modular, Open-Source Multimodal Large Language Model Framework and Best Practice for Speech, Language, Audio and Music Processing

The recent surge in open-source Multimodal Large Language Models (MLLM) frameworks, such as LLaVA, provides a convenient kickoff for artificial intelligence developers and researchers. However, most of the MLLM frameworks take vision as the main input modality, and provide limited in-depth support for the modality of speech, audio, and music. This situation hinders the development of audio-language models, and forces researchers to spend a lot of effort on code writing and hyperparameter tuning. We present SLAM-LLM, an open-source deep learning framework designed to train customized MLLMs, focused on speech, language, audio, and music processing. SLAM-LLM provides a modular configuration of different encoders, projectors, LLMs, and parameter-efficient fine-tuning plugins. SLAM-LLM also includes detailed training and inference recipes for mainstream tasks, along with high-performance checkpoints like LLM-based Automatic Speech Recognition (ASR), Automated Audio Captioning (AAC), and Music Captioning (MC). Some of these recipes have already reached or are nearing state-of-the-art performance, and some relevant techniques have also been accepted by academic papers. We hope SLAM-LLM will accelerate iteration, development, data engineering, and model training for researchers. We are committed to continually pushing forward audio-based MLLMs through this open-source framework, and call on the community to contribute to the LLM-based speech, audio and music processing.

preprint2026arXiv

SOAR: Real-Time Joint Optimization of Order Allocation and Robot Scheduling in Robotic Mobile Fulfillment Systems

Robotic Mobile Fulfillment Systems (RMFS) rely on mobile robots for automated inventory transportation, coordinating order allocation and robot scheduling to enhance warehousing efficiency. However, optimizing RMFS is challenging due to strict real-time constraints and the strong coupling of multi-phase decisions. Existing methods either decompose the problem into isolated sub-tasks to guarantee responsiveness at the cost of global optimality, or rely on computationally expensive global optimization models that are unsuitable for dynamic industrial environments. To bridge this gap, we propose SOAR, a unified Deep Reinforcement Learning framework for real-time joint optimization. SOAR transforms order allocation and robot scheduling into a unified process by utilizing soft order allocations as observations. We formulate this as an Event-Driven Markov Decision Process, enabling the agent to perform simultaneous scheduling in response to asynchronous system events. Technically, we employ a Heterogeneous Graph Transformer to encode the warehouse state and integrate phased domain knowledge. Additionally, we incorporate a reward shaping strategy to address sparse feedback in long-horizon tasks. Extensive experiments on synthetic and real-world industrial datasets, in collaboration with Geekplus, demonstrate that SOAR reduces global makespan by 7.5\% and average order completion time by 15.4\% with sub-100ms latency. Furthermore, sim-to-real deployment confirms its practical viability and significant performance gains in production environments. The code is available at https://github.com/200815147/SOAR.

preprint2026arXiv

The intrinsic subgroup of an elliptic curve and Mazur's torsion theorem

We define and study a biadditive symmetric (not necessarily perfect) pairing on the torsion part Pic(X)tors\mathrm{Pic}(X)_{\mathrm{tors}} of the Picard group of a smooth projective curve XX over a field kk with values in k×⊗Q/Zk^\times \otimes \mathbb{Q}/\mathbb{Z}. We call its kernel the intrinsic subgroup of XX. It turns out that some information on the reduction type of XX can be read off from the intrinsic subgroup. Mazur's torsion theorem says that there are exactly 15 isomorphism classes of abelian groups that appear as the rational torsion points of an elliptic curve XX over Q\mathbb{Q} (identified with Pic(X)tors\mathrm{Pic}(X)_{\mathrm{tors}}). We refine this result by determining which subgroups of those 15 groups appear as the intrinsic subgroups.

preprint2026arXiv

Toward Multimodal Conversational AI for Age-Related Macular Degeneration

Despite strong performance of deep learning models in retinal disease detection, most systems produce static predictions without clinical reasoning or interactive explanation. Recent advances in multimodal large language models (MLLMs) integrate diagnostic predictions with clinically meaningful dialogue to support clinical decision-making and patient counseling. In this study, OcularChat, an MLLM, was fine-tuned from Qwen2.5-VL using simulated patient-physician dialogues to diagnose age-related macular degeneration (AMD) through visual question answering on color fundus photographs (CFPs). A total of 705,850 simulated dialogues paired with 46,167 CFPs were generated to train OcularChat to identify key AMD features and produce reasoned predictions. OcularChat demonstrated strong classification performance in AREDS, achieving accuracies of 0.954, 0.849, and 0.678 for the three diagnostic tasks: advanced AMD, pigmentary abnormalities, and drusen size, significantly outperforming existing MLLMs. On AREDS2, OcularChat remained the top-performing method on all tasks. Across three independent ophthalmologist graders, OcularChat achieved higher mean scores than a strong baseline model for advanced AMD (3.503 vs. 2.833), pigmentary abnormalities (3.272 vs. 2.828), drusen size (3.064 vs. 2.433), and overall impression (2.978 vs. 2.464) on a 5-point clinical grading rubric. Beyond strong objective performance in AMD severity classification, OcularChat demonstrated the ability to provide diagnostic reasoning, clinically relevant explanations, and interactive dialogue, with high performance in subjective ophthalmologist evaluation. These findings suggest that MLLMs may enable accurate, interpretable, and clinically useful image-based diagnosis and classification of AMD.

preprint2026arXiv

VGGT-Edit: Feed-forward Native 3D Scene Editing with Residual Field Prediction

High-quality 3D scene reconstruction has recently advanced toward generalizable feed-forward architectures, enabling the generation of complex environments in a single forward pass. However, despite their strong performance in static scene perception, these models remain limited in responding to dynamic human instructions, which restricts their use in interactive applications. Existing editing methods typically rely on a 2D-lifting strategy, where individual views are edited independently and then lifted back into 3D space. This indirect pipeline often leads to blurry textures and inconsistent geometry, as 2D editors lack the spatial awareness required to preserve structure across viewpoints. To address these limitations, we propose VGGT-Edit, a feed-forward framework for text-conditioned native 3D scene editing. VGGT-Edit introduces depth-synchronized text injection to align semantic guidance with the backbone's spatial poses, ensuring stable instruction grounding. This semantic signal is then processed by a residual transformation head, which directly predicts 3D geometric displacements to deform the scene while preserving background stability. To ensure high-fidelity results, we supervise the framework with a multi-term objective function that enforces geometric accuracy and cross-view consistency. We also construct the DeltaScene Dataset, a large-scale dataset generated through an automated pipeline with 3D agreement filtering to ensure ground-truth quality. Experiments show that VGGT-Edit substantially outperforms 2D-lifting baselines, producing sharper object details, stronger multi-view consistency, and near-instant inference speed. The project page is https://chriszkxxx.github.io/VGGT-Edit/.

preprint2026arXiv

WavCube: Unifying Speech Representation for Understanding and Generation via Semantic-Acoustic Joint Modeling

Integrating speech understanding and generation is a pivotal step toward building unified speech models. However, the different representations required for these two tasks currently pose significant compatibility challenges. Typically, semantics-oriented features are learned from self-supervised learning (SSL), and acoustic-oriented features from reconstruction. Such fragmented representations hinder the realization of truly unified speech systems. We present WavCube, a compact continuous latent derived from an SSL speech encoder that simultaneously supports speech understanding, reconstruction, and generation. WavCube employs a two-stage training scheme. Stage 1 trains a semantic bottleneck to filter off-manifold redundancy that makes raw SSL features intractable for diffusion. Stage 2 injects fine-grained acoustic details via end-to-end reconstruction, while a semantic anchoring loss ensures the representation remains grounded within its original semantic manifold. Comprehensive experiments show that WavCube closely approaches WavLM performance on SUPERB despite an 8x dimensional compression, attains reconstruction quality on par with existing acoustic representations, delivers state-of-the-art zero-shot TTS performance with markedly faster training convergence, and excels in speech enhancement, separation, and voice conversion tasks on the SUPERB-SG benchmark. Systematic ablations reveal that WavCube's two-stage recipe resolves two intrinsic flaws of SSL features for generative modeling, paving the way for future unified speech systems. Codes and checkpoints are available at https://github.com/yanghaha0908/WavCube.

preprint2025arXiv

Zoomer: Adaptive Image Focus Optimization for Black-box MLLM

Multimodal large language models (MLLMs) such as GPT-4o, Gemini Pro, and Claude 3.5 have enabled unified reasoning over text and visual inputs, yet they often hallucinate in real world scenarios especially when small objects or fine spatial context are involved. We pinpoint two core causes of this failure: the absence of region-adaptive attention and inflexible token budgets that force uniform downsampling, leading to critical information loss. To overcome these limitations, we introduce Zoomer, a visual prompting framework that delivers token-efficient, detail-preserving image representations for black-box MLLMs. Zoomer integrates (1) a prompt-aware emphasis module to highlight semantically relevant regions, (2) a spatial-preserving orchestration schema to maintain object relationships, and (3) a budget-aware strategy to adaptively allocate tokens between global context and local details. Extensive experiments on nine benchmarks and three commercial MLLMs demonstrate that Zoomer boosts accuracy by up to 27% while cutting image token usage by up to 67%. Our approach establishes a principled methodology for robust, resource-aware multimodal understanding in settings where model internals are inaccessible.

preprint2024arXiv

Investigation of the ΔI=1/2ΔI = 1/2 rule and test of CP violation through the measurement of decay asymmetry parameters in Ξ−Ξ^- decays

Using (10087±44)×106(10087\pm44)\times 10^{6} J/ψJ/ψ events collected with the BESIII detector, numerous Ξ−Ξ^- and ΛΛ decay asymmetry parameters are simultaneously determined from the process J/ψ→Ξ−Ξˉ+→Λ(pπ−)π−Λˉ(nˉπ0)π+J/ψ\to Ξ^- \barΞ^+ \to Λ(pπ^-) π^- \barΛ(\bar{n} π^0) π^+ and its charge-conjugate channel. The precisions of α0α_0 for Λ→nπ0Λ\to nπ^0 and αˉ0\barα_0 for Λˉ→nˉπ0\barΛ \to \bar{n}π^0 compared to world averages are improved by factors of 4 and 1.7, respectively. The ratio of decay asymmetry parameters of Λ→nπ0Λ\to nπ^0 to that of Λ→pπ−Λ\to pπ^-, ⟨α0⟩/⟨αΛ−⟩\langle α_0 \rangle/ \langle α_{Λ-} \rangle , is determined to be 0.873±0.012−0.010+0.011 0.873 \pm 0.012^{+0.011}_{-0.010}, where the first and the second uncertainties are statistical and systematic, respectively. The ratio is smaller than unity more than 5σ5σ, which signifies the existence of the ΔI=3/2ΔI = 3/2 transition in ΛΛ for the first time. Beside, we test for CP violation in Ξ−→Λπ−Ξ^- \to Λπ^- and in Λ→nπ0Λ\to n π^{0} with the best precision to date.

preprint2023arXiv

Adaptive Data Debiasing through Bounded Exploration

Biases in existing datasets used to train algorithmic decision rules can raise ethical and economic concerns due to the resulting disparate treatment of different groups. We propose an algorithm for sequentially debiasing such datasets through adaptive and bounded exploration in a classification problem with costly and censored feedback. Exploration in this context means that at times, and to a judiciously-chosen extent, the decision maker deviates from its (current) loss-minimizing rule, and instead accepts some individuals that would otherwise be rejected, so as to reduce statistical data biases. Our proposed algorithm includes parameters that can be used to balance between the ultimate goal of removing data biases -- which will in turn lead to more accurate and fair decisions, and the exploration risks incurred to achieve this goal. We analytically show that such exploration can help debias data in certain distributions. We further investigate how fairness criteria can work in conjunction with our data debiasing algorithm. We illustrate the performance of our algorithm using experiments on synthetic and real-world datasets.

preprint2023arXiv

Search for hidden-charm tetraquark with strangeness in e+e−→K+Ds∗−D∗0+c.c.e^{+}e^{-}\rightarrow K^+ D_{s}^{*-} D^{*0}+c.c.

We report a search for a heavier partner of the recently observed Zcs(3985)−Z_{cs}(3985)^{-} state, denoted as Zcs′−Z_{cs}^{\prime -}, in the process e+e−→K+Ds∗−D∗0+c.c.e^{+} e^{-}\rightarrow K^{+}D_{s}^{*-}D^{* 0}+c.c., based on e+e−e^+e^- collision data collected at the center-of-mass energies of s=4.661\sqrt{s}=4.661, 4.682 and 4.699 GeV with the BESIII detector. The Zcs′−Z_{cs}^{\prime -} is of interest as it is expected to be a candidate for a hidden-charm and open-strange tetraquark. A partial-reconstruction technique is used to isolate K+K^+ recoil-mass spectra, which are probed for a potential contribution from Zcs′−→Ds∗−D∗0Z_{cs}^{\prime -}\to D_{s}^{*-}D^{* 0} (c.c.c.c.). We find an excess of Zcs′−→Ds∗−D∗0Z_{cs}^{\prime -}\rightarrow D_{s}^{*-}D^{*0} (c.c.c.c.) candidates with a significance of 2.1σ2.1σ, after considering systematic uncertainties, at a mass of (4123.5±0.7stat.±4.7syst.) MeV/c2(4123.5\pm0.7_\mathrm{stat.}\pm4.7_\mathrm{syst.})\ \mathrm{MeV}/c^{2}. As the data set is limited in size, the upper limits are evaluated at the 90\% confidence level on the product of the Born cross sections (σBornσ^{\mathrm{Born}}) and the branching fraction (B\mathcal{B}) of Zcs′−→Ds∗−D∗0Z_{cs}^{\prime-}\rightarrow D_{s}^{*-}D^{* 0}, under different assumptions of the Zcs′−Z_{cs}^{\prime -} mass from 4.120 to 4.140 MeV and of the width from 10 to 50 MeV at the three center-of-mass energies. The upper limits of σBorn⋅Bσ^{\rm Born}\cdot\mathcal{B} are found to be at the level of O(1)\mathcal{O}(1) pb at each energy. Larger data samples are needed to confirm the Zcs′−Z_{cs}^{\prime -} state and clarify its nature in the coming years.

preprint2022arXiv

Amplitude analysis and branching fraction measurement of the decay Ds+→K+π+π−D_{s}^{+} \to K^+π^+π^-

Using 6.326.32 fb−1^{-1} of e+e−e^{+}e^{-} collision data collected at the center-of-mass energies between 4.178 and 4.226 GeV with the BESIII detector, we perform an amplitude analysis of the decay Ds+→K+π+π−D^+_s \to K^+π^+π^- and determine the amplitudes of the various intermediate states. The absolute branching fraction of Ds+→K+π+π−D^+_s\to K^+π^+π^- is measured to be (6.11±0.18stat.±0.11syst.)×10−36.11\pm0.18_{\rm stat.}\pm0.11_{\rm syst.})\times 10^{-3}. The branching fractions of the dominant intermediate processes Ds+→K+ρ0,ρ0→π+π−D_{s}^{+} \to K^+ρ^0, ρ^0 \to π^+π^- and Ds+→K∗(892)0π+,K∗(892)0→K+π−D_{s}^{+} \to K^*(892)^0π^+, K^*(892)^0 \to K^+π^- are determined to be (1.96±0.19stat.±0.23syst.)×10−3(1.96\pm0.19_{\rm stat.}\pm0.23_{\rm syst.})\times 10^{-3} and (1.85±0.12stat.±0.13syst.)×10−3(1.85\pm0.12_{\rm stat.}\pm0.13_{\rm syst.})\times 10^{-3}, respectively. The intermediate resonances f0(500)f_0(500), f0(980)f_0(980), and f0(1370)f_0(1370) are observed for the first time in this channel.

preprint2022arXiv

Amplitude analysis and branching-fraction measurement of Ds+→π+π0η′D_{s}^{+} \to π^{+}π^{0}η^{\prime}

Using data collected with the BESIII detector in e+e−e^+e^- collisions at center-of-mass energies between 4.178 and 4.226 GeV and corresponding to 6.32~fb−1^{-1} of integrated luminosity, we report the amplitude analysis and branching-fraction measurement of the Ds+→π+π0η′D^+_s \to π^+ π^0 η^{\prime} decay. We find that the dominant intermediate process is Ds+→ρ+η′D^+_s \toρ^+ η^{\prime} and the significances of other resonant and nonresonant processes are all less than 3σ3σ. The upper limits on the branching fractions of SS-wave and PP-wave nonresonant components are set to 0.10%0.10\% and 0.74%0.74\% at the 90%90\% confidence level, respectively. In addition, the branching fraction of the Ds+→π+π0η′D^+_s \to π^+ π^0 η^{\prime} decay is measured to be (6.15±0.25(stat.)±0.18(syst.))%(6.15\pm0.25(\rm stat.)\pm0.18(\rm syst.))\%, which receives significant contribution only from Ds+→ρ+η′D_s^+\to ρ^+η^{\prime} according to the amplitude analysis.

preprint2022arXiv

Cross section measurements of the processes e+e−→ωπ0e^+e^- \rightarrow ωπ^{0} and ωηωη at center-of-mass energies between 3.773 and 4.701 GeV

The Born cross sections of the processes e+e−→ωπ0e^+e^- \rightarrow ωπ^{0} and e+e−→ωηe^+e^- \rightarrow ωη are measured at center-of-mass energies between 3.773 and 4.701 GeV using a total integrated luminosity of 22.7 fb−1^{-1} collected with the BESIII detector operating at the BEPCII collider. A simple s−ns^{-n} dependence for the continuum process can describe the measured Born cross sections. No significant contributions from the ψ(4160)ψ(4160), Y(4230)Y(4230), Y(4360)Y(4360), ψ(4415)ψ(4415), Y(4660)Y(4660) resonances are found, which indicates relative small branching fractions for these resonances into the ωπ0ωπ^{0} and ωηωη final states.

preprint2022arXiv

FaceMap: Towards Unsupervised Face Clustering via Map Equation

Face clustering is an essential task in computer vision due to the explosion of related applications such as augmented reality or photo album management. The main challenge of this task lies in the imperfectness of similarities among image feature representations. Given an existing feature extraction model, it is still an unresolved problem that how can the inherent characteristics of similarities of unlabelled images be leveraged to improve the clustering performance. Motivated by answering the question, we develop an effective unsupervised method, named as FaceMap, by formulating face clustering as a process of non-overlapping community detection, and minimizing the entropy of information flows on a network of images. The entropy is denoted by the map equation and its minimum represents the least description of paths among images in expectation. Inspired by observations on the ranked transition probabilities in the affinity graph constructed from facial images, we develop an outlier detection strategy to adaptively adjust transition probabilities among images. Experiments with ablation studies demonstrate that FaceMap significantly outperforms existing methods and achieves new state-of-the-arts on three popular large-scale datasets for face clustering, e.g., an absolute improvement of more than 10%10\% and 4%4\% comparing with prior unsupervised and supervised methods respectively in terms of average of Pairwise F-score. Our code is publicly available on github.

preprint2022arXiv

First Observation of the Semileptonic Decay Λc+→pK−e+νeΛ_c^+\rightarrow pK^- e^+ν_e

Using 4.5 fb−14.5~\mathrm{fb}^{-1} of e+e−e^+e^- annihilation data samples collected at the center-of-mass energies ranging from 4.600~GeV to 4.699~GeV with the BESIII detector at the BEPCII collider, a first study of the semileptonic decays Λc+→pK−e+νeΛ_c^+\rightarrow pK^-e^+ν_e, Λc+→Λ(1520)e+νeΛ_c^+\rightarrow Λ(1520) e^+ν_e and Λc+→Λ(1405)e+νeΛ_c^+\rightarrow Λ(1405) e^+ν_e is performed. The Λc+→pK−e+νeΛ_c^+\rightarrow pK^-e^+ν_e decay is observed with a significance of 8.2σ8.2σ and the branching fraction is measured to be B(Λc+→pK−e+νe)=(0.88±0.17stat.±0.07syst.)×10−3\mathcal{B}(Λ_c^+\rightarrow pK^- e^+ν_e)=(0.88\pm0.17_{\rm stat.}\pm0.07_{\rm syst.})\times 10^{-3}. We also report evidence of Λc+→Λ(1520)e+νeΛ_c^+\rightarrow Λ(1520)e^+ν_e and Λc+→Λ(1405)e+νeΛ_c^+\rightarrow Λ(1405)e^+ν_e with significances of 3.3σ3.3σ and 3.2σ3.2σ, respectively, and measure B(Λc+→Λ(1520)e+νe)=(1.02±0.52stat.±0.11syst.)×10−3\mathcal B(Λ^+_c\rightarrow Λ(1520)e^+ν_e)=(1.02\pm0.52_{\rm stat.}\pm0.11_{\rm syst.})\times10^{-3} and B(Λc+→Λ(1405)[→pK−]e+νe)=(0.42±0.19stat.±0.04syst.)×10−3\mathcal B(Λ^+_c\rightarrow Λ(1405)[\rightarrow pK^-]e^+ν_e)=(0.42\pm0.19_{\rm stat.}\pm0.04_{\rm syst.})\times10^{-3}. Combining these with the inclusive semileptonic Λc+Λ_c^+ branching fraction measured by BESIII, the relative fraction is determined to be [B(Λc+→pK−e+νe)/B(Λc+→Xe+νe)]=(2.1±0.4stat.±0.2syst.)%[\mathcal{B}(Λ_c^+\rightarrow pK^-e^+ν_e)/\mathcal{B}(Λ_c^+\rightarrow X e^+ν_e)]=(2.1\pm0.4_{\rm stat.}\pm0.2_{\rm syst.})\%, which provides a clear confirmation that semileptonic Λc+Λ_c^+ decays are not saturated by the Λℓ+νℓΛ\ell^+ν_{\ell} final state.

preprint2022arXiv

From 996 to 007: Challenges of Working from Home During the Epidemic in China

During the COVID-19 epidemic in China, millions of workers in tech companies had to start working from home (WFH). The change was sudden, unexpected and companies were not ready for it. Additionally, it was also the first time that WFH was experienced on such a large scale. We used the opportunity to describe the effect of WFH at scale for a sustained period of time. As the lockdown was easing, we conducted semi-structured interviews with 12 participants from China working in tech companies. While at first, WFH was reported as a pleasant experience with advantages, e.g. flexible schedule, more time with family, over time, this evolved into a rather negative experience where workers start working all day, every day and feel a higher workload despite the actual workload being reduced. We discuss these results and how they could apply for other extreme circumstances and to help improve WFH in general.

preprint2022arXiv

Investigating Information Inconsistency in Multilingual Open-Domain Question Answering

Retrieval based open-domain QA systems use retrieved documents and answer-span selection over retrieved documents to find best-answer candidates. We hypothesize that multilingual Question Answering (QA) systems are prone to information inconsistency when it comes to documents written in different languages, because these documents tend to provide a model with varying information about the same topic. To understand the effects of the biased availability of information and cultural influence, we analyze the behavior of multilingual open-domain question answering models with a focus on retrieval bias. We analyze if different retriever models present different passages given the same question in different languages on TyDi QA and XOR-TyDi QA, two multilingualQA datasets. We speculate that the content differences in documents across languages might reflect cultural divergences and/or social biases.

preprint2022arXiv

Mass Testing and Characterization of 20-inch PMTs for JUNO

Main goal of the JUNO experiment is to determine the neutrino mass ordering using a 20kt liquid-scintillator detector. Its key feature is an excellent energy resolution of at least 3 % at 1 MeV, for which its instruments need to meet a certain quality and thus have to be fully characterized. More than 20,000 20-inch PMTs have been received and assessed by JUNO after a detailed testing program which began in 2017 and elapsed for about four years. Based on this mass characterization and a set of specific requirements, a good quality of all accepted PMTs could be ascertained. This paper presents the performed testing procedure with the designed testing systems as well as the statistical characteristics of all 20-inch PMTs intended to be used in the JUNO experiment, covering more than fifteen performance parameters including the photocathode uniformity. This constitutes the largest sample of 20-inch PMTs ever produced and studied in detail to date, i.e. 15,000 of the newly developed 20-inch MCP-PMTs from Northern Night Vision Technology Co. (NNVT) and 5,000 of dynode PMTs from Hamamatsu Photonics K. K.(HPK).

preprint2022arXiv

Measurement of e+e−→K+K−π0e^{+}e^{-} \to K^{+}K^{-}π^{0} cross section and observation of a resonant structure

Based on e+e−e^{+}e^{-} collision data collected by the BESIII detector at the BEPCII collider at center-of-mass energies from 2.000 to 3.080 GeV, a partial-wave analysis is performed for the process e+e−→K+K−π0e^{+}e^{-} \to K^{+}K^{-}π^{0}. The Born cross section of the process e+e−→K+K−π0e^{+}e^{-} \to K^{+}K^{-}π^{0} and its subprocesses e+e−→ϕπ0e^{+}e^{-} \to ϕπ^{0}, K∗(892)KK^{*}(892)K and K2∗(1430)KK^{*}_{2}(1430)K are measured. The results for e+e−→K+K−π0e^{+}e^{-} \to K^{+}K^{-}π^{0} and ϕπ0ϕπ^{0} are consistent with the BaBar measurements and with improved precision. By analyzing the cross section, of the subprocesses e+e−→e^{+}e^{-} \to K∗(892)KK^{*}(892)K and K2∗(1430)KK^{*}_{2}(1430)K, a structure with mass MRM_R = (2208 ±\pm 19 ±\pm 24) MeV/c2c^{2} and width ΓRΓ_R = (168 ±\pm 24 ±\pm 39) MeV is observed with a combined statistical significance of 7.6σσ. The measured resonance parameters suggest it can be identified as the ϕ(2170)ϕ(2170), thus the results provide valuable input to understand the internal nature of this state.

preprint2022arXiv

Measurement of ΛΛ baryon polarization in e+e−→ΛΛˉe^+e^-\rightarrowΛ\barΛ at s=3.773\sqrt{s} = 3.773 GeV

Using a data sample of ψ(3770)ψ(3770) events collected with the BESIII detector at BEPCII corresponding to an integrated luminosity of 2.9 fb−1^{-1}, we report a measurement of ΛΛ spin polarization in e+e−→ΛΛˉe^+e^-\rightarrowΛ\barΛ at s=3.773\sqrt{s} = 3.773 GeV. The significance of polarization is found to be 2σσ including the systematic uncertainty, which implies a zero phase between the transition amplitudes of the ΛΛˉΛ\barΛ helicity states. This phase can be interpreted in terms of psionic form factors, and is determined to be ΔΦΨΔΦ^Ψ = ΦEΨ−ΦMΨΦ^Ψ_{E} - Φ^Ψ_{M} = (71−46+66(71^{+66}_{-46} ±\pm 5)∘^{\circ}. Similarly, the ratio between the form factors is found to be RψR^ψ = ∣GEΨ/GMΨ∣|G^Ψ_{E}/G^Ψ_{M}| = 0.48−0.07+0.120.48^{+0.12}_{-0.07} ±\pm 0.04. The first uncertainties are statistical and the second systematic.

preprint2022arXiv

Measurement of the D→K−π+π+π−D \to K^-π^+π^+π^- and D→K−π+π0D \to K^-π^+π^0 coherence factors and average strong-phase differences in quantum-correlated DDˉ{D\bar{D}} decays

The decays D→K−π+π+π−D\to K^-π^+π^+π^- and D→K−π+π0D \to K^-π^+π^0 are studied in a sample of quantum-correlated DDˉD\bar{D} pairs produced through the process e+e−→ψ(3770)→DDˉe^+e^- \to ψ(3770) \to D\bar{D}, exploiting a data set collected by the BESIII experiment that corresponds to an integrated luminosity of 2.93 fb−1^{-1}. Here DD indicates a quantum superposition of a D0D^0 and a Dˉ0\bar{D}^0 meson. By reconstructing one neutral charm meson in a signal decay, and the other in the same or a different final state, observables are measured that contain information on the coherence factors and average strong-phase differences of each of the signal modes. These parameters are critical inputs in the measurement of the angle γγ of the Unitarity Triangle in B−→DK−B^- \to DK^- decays at the LHCb and Belle II experiments. The coherence factors are determined to be RK3π=0.52−0.10+0.12R_{K3π}=0.52^{+0.12}_{-0.10} and RKππ0=0.78±0.04R_{Kππ^0}=0.78 \pm 0.04, with values for the average strong-phase differences that are δDK3π=(167−19+31)∘δ_D^{K3π}=\left(167^{+31}_{-19}\right)^\circ and δDKππ0=(196−15+14)∘δ_D^{Kππ^0}=\left(196^{+14}_{-15}\right)^\circ, where the uncertainties include both statistical and systematic contributions. The analysis is re-performed in four bins of the phase-space of the D→K−π+π+π−D \to K^-π^+π^+π^- to yield results that will allow for a more sensitive measurement of γγ with this mode, to which the BESIII inputs will contribute an uncertainty of around 6∘^\circ.

preprint2022arXiv

Measurement of the branching fraction and decay asymmetry of Λ→nγΛ\to nγ

The radiative hyperon decay Λ→nγΛ\to nγ is studied using (10087±44)×106(10087\pm44)\times 10^6 J/ψJ/ψ events collected with the BESIII detector operating at BEPCII. The absolute branching fraction of the decay Λ→nγΛ\to nγ is determined with a significance of 5.6σσ to be [0.832±0.038(stat.)±0.054(syst.)]×10−3[0.832\pm0.038(\rm stat.)\pm0.054(\rm syst.)]\times10^{-3}, which lies significantly below the current PDG value. By analyzing the joint angular distribution of the decay products, the first determination of the decay asymmetry αγα_γ is reported with a value of −0.16±0.10(stat.)±0.05(syst.)-0.16\pm0.10(\rm stat.)\pm0.05(\rm syst.).

preprint2022arXiv

Measurement of the branching fraction for ψ(3686)→ωKS0KS0ψ(3686)\to ωK^0_SK^0_S

Analyzing (448.1±2.9)×106(448.1\pm2.9)\times10^6 ψ(3686)ψ(3686) events collected with the BESIII detector at the BEPCII collider, the ψ(3686)→ωKS0KS0ψ(3686)\to ωK_{S}^{0}K_{S}^{0} decay is observed for the first time. The branching fraction for this decay is determined to be Bψ(3686)→ωKS0KS0\mathcal{B}_{ψ(3686)\to ωK_{S}^{0}K^{0}_{S}}=(7.04±0.39±0.36)(7.04\pm0.39\pm0.36)×10−5\times10^{-5}, where the first uncertainty is statistical and the second is systematic.

preprint2022arXiv

Measurement of the branching fraction of the doubly Cabibbo-suppressed decay D0→K+π−π0D^0\to K^+π^-π^0 and search for D0→K+π−π0π0D^0\to K^+π^-π^0π^0

Using 2.93 fb−12.93\,\rm fb^{-1} of e+e−e^+e^- collision data collected at a center-of-mass energy of 3.773\,GeV with the BESIII detector, we present a measurement of the branching fraction of the doubly Cabibbo-suppressed (DCS) decay D0→K+π−π0D^0\to K^+π^-π^0 and a search for the DCS decay D0→K+π−π0π0D^0\to K^+π^-π^0π^0. The branching fraction of D0→K+π−π0D^0\to K^+π^-π^0 is determined to be [3.13−0.56+0.60(stat)±0.09(syst)]×10−4[3.13^{+0.60}_{-0.56}({\rm stat}) \pm 0.09({\rm syst})] \times 10^{-4}. No signal is observed for D0→K+π−π0π0D^0\to K^+π^-π^0π^0 and an upper limit of 3.6×10−43.6 \times 10^{-4} is set on the branching fraction at the 90\% C.L. We combine these results with the world-average branching fractions of their counterpart Cabibbo-favored decays to determine the ratios of the doubly Cabibbo-suppressed over the Cabibbo-favored branching fractions, B(D0→K+π−π0)/B(D0→K−π+π0)=(0.22±0.04)%{\mathcal B}(D^0\to K^+π^-π^0)/{\mathcal B}(D^0\to K^-π^+π^0)=(0.22\pm 0.04)\%~and B(D0→K+π−π0π0)/B(D0→K−π+π0π0)<0.40%{\mathcal B}(D^0\to K^+π^-π^0π^0)/{\mathcal B}(D^0\to K^-π^+π^0π^0)<0.40\% at the 90\% C.L., which correspond to (0.75±0.14)tan⁡4θC(0.75\pm 0.14)\tan^{4} θ_C~and 1.37×tan⁡4θC1.37\times \tan^{4} θ_C, respectively, where θCθ_C is the Cabibbo angle.

preprint2022arXiv

Measurement of the Cross Section for e+e−→e^{+}e^{-}\to hadrons at Energies from 2.2324 to 3.6710 GeV

Based on electron-positron collision data collected with the BESIII detector operating at the Beijing Electron Positron Collider II storage rings, the value of R≡σ(e+e−→R\equivσ(e^{+}e^{-}\tohadrons)/σ(e+e−→μ+μ−)σ(e^{+}e^{-}\toμ^{+}μ^{-}) is measured at 14 center-of-mass energies from 2.2324 to 3.6710 GeV. The resulting uncertainties are less than 3.0%3.0\%, and are dominated by systematic uncertainties.

preprint2022arXiv

Measurement of the cross section of e+e−→ηπ+π−e^{+}e^{-}\toηπ^{+}π^{-} at center-of-mass energies from 3.872 GeV to 4.700 GeV

Using data samples with an integrated luminosity of 19 fb−1^{-1} at twenty-eight center-of-mass energies from 3.872 GeV to 4.700 GeV collected with the BESIII detector at the BEPCII electron--positron collider, the process e+e−→ηπ+π−e^{+}e^{-}\toηπ^{+}π^{-} and the intermediate process e+e−→ηρ0e^{+}e^{-}\toηρ^{0} are studied for the first time. The Born cross sections are measured. No significant resonance structure is observed in the cross section lineshape.

preprint2022arXiv

Measurement of the total and leptonic decay widths of the J/ψJ/ψ resonance with an energy scan method at BESIII

Using e+e−e^+e^- annihilation data sets collected with the BESIII detector, we measure the cross sections of the processes e+e−→e+e−e^+e^- \to e^+e^- and e+e−→μ+μ−e^+e^- \to μ^+μ^- at fifteen center-of-mass energy points in the vicinity of the J/ψJ/ψ resonance. By a simultaneous fit to the measured, center-of-mass energy dependent cross sections of the two processes, the combined quantities ΓeeΓee/ΓtotΓ_{ee} Γ_{ee} / Γ_{\rm tot} and ΓeeΓμμ/ΓtotΓ_{ee} Γ_{μμ} / Γ_{\rm tot} are determined to be (0.346±0.0090.346 \pm 0.009) and (0.335±0.0060.335 \pm 0.006) keV, respectively, where ΓeeΓ_{ee}, ΓμμΓ_{μμ}, and ΓtotΓ_{\rm tot} are the electronic, muonic, and total decay widths of the J/ψJ/ψ resonance, respectively. Using the resultant ΓeeΓμμ/ΓtotΓ_{ee} Γ_{μμ} / Γ_{\rm tot} and ΓeeΓee/ΓtotΓ_{ee} Γ_{ee} / Γ_{\rm tot}, the ratio Γee/ΓμμΓ_{ee} / Γ_{μμ} is calculated to be 1.031±0.0151.031 \pm 0.015, which is consistent with the expectation of lepton universality within about two standard deviations. Assuming lepton universality and using the branching fraction of the J/ψJ/ψ leptonic decay measured by BESIII in 2013, ΓtotΓ_{\rm tot} and ΓllΓ_{ll} are determined to be (93.0±2.193.0 \pm 2.1) and (5.56±0.115.56 \pm 0.11) keV, respectively, where ΓllΓ_{ll} is the average leptonic decay width of the J/ψJ/ψ resonance.

preprint2022arXiv

Measurements of Absolute Branching Fractions of D0→KL0ϕD^0\to K_L^0ϕ, KL0ηK_L^0η, KL0ωK_L^0ω, and KL0η′K_L^0η^{\prime}

We report the first measurements of the absolute branching fractions of D0→KL0ϕD^0\to K_L^0ϕ, D0→KL0ηD^0\to K_L^0η, D0→KL0ωD^0\to K_L^0ω, and D0→KL0η′D^0\to K_L^0η^{\prime}, obtained by analyzing 2.93 fb−12.93\,\rm fb^{-1} of e+e−e^+e^- collision data taken at a center-of-mass energy of 3.773 GeV with the BESIII detector. Taking the world averages of the branching fractions of D0→KS0ϕD^0\to K_S^0ϕ, D0→KS0ηD^0\to K_S^0η, D0→KS0ωD^0\to K_S^0ω, and D0→KS0η′D^0\to K_S^0η^{\prime}, the KS0K_S^0-KL0K_L^0 asymmetry R(D0)\mathcal{R}(D^0) in these decay modes are obtained. The CP asymmetries in these decays are also determined. No significant CPCP violation is observed.

preprint2022arXiv

Measurements of the absolute branching fractions of hadronic DD-meson decays involving kaons and pions

By analyzing an electron-positron collision data sample corresponding to an integrated luminosity of 2.93 fb−12.93\,\rm fb^{-1} taken at the center-of-mass energy of 3.773 GeV with the BESIII detector, we obtain for the first time the absolute branching fractions for seven D0D^0 and D+D^+ hadronic decay modes and search for the hadronic decay D0→KS0KS0π0D^0\to K^0_S K^0_Sπ^0 with much improved sensitivity. The results are B(D0→KS0π0π0π0)=(7.64±0.30±0.29)×10−3{\mathcal B}(D^0\to K^0_Sπ^0π^0π^0 )=( 7.64\pm 0.30\pm 0.29)\times 10^{-3}, B(D0→K−π+π0π0π0)=(9.54±0.30±0.31)×10−3{\mathcal B}(D^0\to K^-π^+π^0π^0π^0 )=( 9.54\pm 0.30\pm 0.31)\times 10^{-3}, B(D0→KS0π+π−π0π0)=(12.66±0.45±0.43)×10−3{\mathcal B}(D^0\to K^0_Sπ^+π^-π^0π^0)=(12.66\pm 0.45\pm 0.43)\times 10^{-3}, B(D+→KS0π+π0π0)=(29.04±0.62±0.87)×10−3{\mathcal B}(D^+\to K^0_Sπ^+π^0π^0 )=(29.04\pm 0.62\pm 0.87)\times 10^{-3}, B(D+→KS0π+π+π−π0)=(15.28±0.57±0.60)×10−3{\mathcal B}(D^+\to K^0_Sπ^+π^+π^-π^0)=(15.28\pm 0.57\pm 0.60)\times 10^{-3}, B(D+→KS0π+π0π0π0)=(5.54±0.44±0.32)×10−3{\mathcal B}(D^+\to K^0_Sπ^+π^0π^0π^0)=( 5.54\pm 0.44\pm 0.32)\times 10^{-3}, B(D+→K−π+π+π0π0)=(4.95±0.26±0.19)×10−3{\mathcal B}(D^+\to K^-π^+π^+π^0π^0 )=( 4.95\pm 0.26\pm 0.19)\times 10^{-3}, B(D0→KS0KS0π0)<1.57×10−4{\mathcal B}({D^0\to K^0_S K^0_Sπ^0}) < 1.57 \times 10^{-4} at the 90\% confidence level. Here the first uncertainties are statistical and the second ones systematic. The newly studied decays greatly enrich the knowledge of the D→KˉπππD\to \bar Kπππ and D→KˉππππD\to \bar Kππππ hadronic decays, and open a bridge to access more two-body hadronic DD decays containing scalar, vector, axial and tensor mesons in the charm sector.

preprint2022arXiv

Observation of a0(1710)+→KS0K+a_0(1710)^+ \to K_S^0K^+ in study of the Ds+→KS0K+π0D_s^+\to K_S^0K^+π^0 decay

Using e+e−e^+e^- annihilation data corresponding to an integrated luminosity of 6.32 fb−1^{-1} collected at center-of-mass energies between 4.178 GeV and 4.226 GeV with the BESIII detector, we perform the first amplitude analysis of the decay Ds+→KS0K+π0D_s^+\to K_S^0K^+π^0 and determine the relative branching fractions and phases for intermediate processes. We observe the a0(1710)+a_0(1710)^+, the isovector partner of the f0(1710)f_0(1710) and f0(1770)f_0(1770) mesons, in its decay to KS0K+K_S^0K^+ for the first time. In addition, we measure the ratio B(Ds+→Kˉ∗(892)0K+)B(Ds+→Kˉ0K∗(892)+)\frac{\mathcal{B}(D_{s}^{+} \to \bar{K}^{*}(892)^{0}K^{+})}{\mathcal{B}(D_{s}^{+} \to \bar{K}^{0}K^{*}(892)^{+})} to be 2.35−0.23stat.+0.42±0.10syst.2.35^{+0.42}_{-0.23\text{stat.}}\pm 0.10_{\rm syst.}. Finally, we provide a precision measurement of the absolute branching fraction B(Ds+→KS0K+π0)=(1.46±0.06stat.±0.05syst.)%\mathcal{B}(D_s^+\to K_S^0K^+π^0) = (1.46\pm 0.06_{\text{stat.}}\pm 0.05_{\text{syst.}})\%.

preprint2022arXiv

Observation of ηc(2S)→3(π+π−)η_c(2S) \to 3(π^+π^-) and measurements of χcJ→3(π+π−)χ_{cJ} \to 3(π^+π^-) in ψ(3686)ψ(3686) radiative transitions

The hadronic decay ηc(2S)→3(π+π−)η_c(2S) \to 3(π^+π^-) is observed with a statistical significance of 9.3 standard deviations using (448.1±2.9)×106(448.1\pm2.9)\times10^6 ψ(3686)ψ(3686) events collected by the BESIII detector at the BEPCII collider. The measured mass and width of ηc(2S)η_c(2S) are (3643.4±2.3(stat.)±4.4(syst.))(3643.4 \pm 2.3 (\rm stat.) \pm 4.4 (\rm syst.)) MeV/c2c^2 and (19.8±3.9(stat.)±3.1(syst.))(19.8 \pm 3.9 (\rm stat.) \pm 3.1 (\rm syst.)) MeV, respectively, which are consistent with the world average values within two standard deviations. The product branching fraction B[ψ(3686)→γηc(2S)]×B[ηc(2S)→3(π+π−)]\mathcal{B}[ψ(3686)\to γη_c(2S)]\times\mathcal{B}[η_c(2S)\to3(π^+π^-)] is measured to be (9.2±1.0(stat.)±0.9(syst.))×10−6(9.2 \pm 1.0 (\rm stat.) \pm 0.9 (\rm syst.))\times10^{-6}. Using B[ψ(3686)→γηc(2S)]=(7.0−2.5+3.4)×10−4\mathcal{B}[ψ(3686)\to γη_c(2S)]=(7.0^{+3.4}_{-2.5})\times10^{-4}, we obtain B[ηc(2S)→3(π+π−)]=(1.31±0.15(stat.)±0.13(syst.)(−0.47+0.64)(extr))×10−2\mathcal{B}[η_c(2S) \to 3(π^+π^-)] = (1.31 \pm 0.15 (\rm stat.) \pm 0.13 (\rm syst.)(^{+0.64}_{-0.47}) (\rm extr))\times10^{-2}, where the third uncertainty is from B[ψ(3686)→γηc(2S)]\mathcal{B}[ψ(3686) \to γη_c(2S)]. We also measure the χcJ→3(π+π−)χ_{cJ} \to 3(π^+π^-) (J=0,1,2J=0, 1, 2) decays via ψ(3686)→γχcJψ(3686) \to γχ_{cJ} transitions. The branching fractions are B[χc0→3(π+π−)]=(2.080±0.006(stat.)±0.068(syst.))×10−2\mathcal{B}[χ_{c0} \to 3(π^+π^-)] = (2.080\pm0.006 (\rm stat.)\pm0.068 (\rm syst.))\times10^{-2}, B[χc1→3(π+π−)]=(1.092±0.004(stat.)±0.035(syst.))×10−2\mathcal{B}[χ_{c1} \to 3(π^+π^-)] = (1.092\pm0.004 (\rm stat.)\pm0.035 (\rm syst.))\times10^{-2}, and B[χc2→3(π+π−)]=(1.565±0.005(stat.)±0.048(syst.))×10−2\mathcal{B}[χ_{c2} \to 3(π^+π^-)] = (1.565\pm0.005 (\rm stat.)\pm0.048 (\rm syst.))\times10^{-2}.

preprint2022arXiv

Observation of resonance structures in e+e−→π+π−ψ2(3823)e^+e^-\to π^+π^-ψ_2(3823) and mass measurement of ψ2(3823)ψ_2(3823)

Using a data sample corresponding to an integrated luminosity of 11.3 fb−1\rm fb^{-1} collected at center-of-mass energies from 4.234.23 to 4.704.70 GeV with the BESIII detector, we measure the product of the e+e−→π+π−ψ2(3823)e^+e^-\to π^+π^-ψ_2(3823) cross section and the branching fraction B[ψ2(3823)→γχc1]\mathcal{B}[ψ_2(3823)\to γχ_{c1}]. For the first time, resonance structure is observed in the cross section line shape of e+e−→π+π−ψ2(3823)e^+e^-\to π^+π^-ψ_2(3823) with significances exceeding 5σ5σ. A fit to data with two coherent Breit-Wigner resonances modeling the s\sqrt{s}-dependent cross section yields M(R1)=4406.9±17.2±4.5M(R_1)=4406.9\pm 17.2\pm 4.5 MeV/c2c^2, Γ(R1)=128.1±37.2±2.3Γ(R_1)=128.1\pm 37.2\pm 2.3 MeV, and M(R2)=4647.9±8.6±0.8M(R_2)=4647.9\pm 8.6\pm 0.8 MeV/c2c^2, Γ(R2)=33.1±18.6±4.1Γ(R_2)=33.1\pm 18.6\pm 4.1 MeV. Though weakly disfavored by the data, a single resonance with M(R)=4417.5±26.2±3.5M(R)=4417.5\pm26.2\pm3.5 MeV/c2c^2, Γ(R)=245±48±13Γ(R)=245\pm48\pm13 MeV is also possible to interpret data. This observation deepens our understanding of the nature of the vector charmoniumlike states. The mass of the ψ2(3823)ψ_2(3823) state is measured as (3823.12±0.43±0.13)(3823.12\pm 0.43\pm 0.13) MeV/c2c^2, which is the most precise measurement to date.

preprint2022arXiv

Observation of the double Dalitz decay η′→e+e−e+e−η'\to e^+e^-e^+e^-

Based on (10087±44)×106(10087 \pm 44)\times10^6 J/ψJ/ψ events collected with the BESIII detector at BEPCII, the double Dalitz decay η′→e+e−e+e−η'\to e^+e^-e^+e^- is observed for the first time via the J/ψ→γη′J/ψ\toγη' decay process. The significance is found to be 5.7σσ with systematic uncertainties taken into consideration. Its branching fraction is determined to be B(η′→e+e−e+e−)=(4.5±1.0(stat.)±0.5(sys.))×10−6\mathcal{B}(η'\to e^+ e^- e^+ e^-) =(4.5\pm1.0(\mathrm{stat.})\pm0.5(\mathrm{sys.})) \times 10^{-6}.

preprint2022arXiv

Observation of the electromagnetic Dalitz decay D∗0→D0e+e−D^{\ast 0}\to D^{0}e^{+}e^{-}

Based on 3.19 fb−1^{-1} of e+e−e^+e^- collision data accumulated at the center-of-mass energy 4.178 GeV with the BESIII detector operating at the BEPCII collider, the electromagnetic Dalitz decay D∗0→D0e+e−D^{\ast 0}\to D^{0}e^{+}e^{-} is observed for the first time with a statistical significance of 13.2σ13.2σ. The ratio of the branching fraction of D∗0→D0e+e−D^{\ast 0}\to D^{0}e^{+}e^{-} to that of D∗0→D0γD^{\ast 0}\to D^{0} γ is measured to be (11.08±0.76±0.49)×10−3(11.08\pm0.76\pm0.49)\times 10^{-3}. By using the world average value of the branching fraction of D∗0→D0γD^{\ast 0}\to D^{0} γ, the branching fraction of D∗0→D0e+e−D^{\ast 0}\to D^{0}e^{+}e^{-} is determined to be (3.91±0.27±0.17±0.10)×10−3(3.91\pm0.27\pm0.17\pm0.10)\times 10^{-3}, where the first uncertainty is statistical, the second systematic and the third external branching fractions.

preprint2022arXiv

Observation of the Singly Cabibbo-Suppressed Decay Λc+→nπ+Λ_{c}^{+} \to nπ^{+}

The singly Cabibbo-suppressed decay Λc+→nπ+Λ_{c}^{+} \to nπ^{+} is observed for the first time with a statistical significance of 7.3σ7.3σ by using 3.9 fb−1\mathrm{fb}^{-1} of e+e−e^{+}e^{-} collision data collected at center-of-mass energies between 4.612 and 4.699 GeV with the BESIII detector at BEPCII. The branching fraction of Λc+→nπ+Λ_{c}^{+} \to nπ^{+} is measured to be (6.6±1.2stat±0.4syst)×10−4(6.6\pm1.2_{\rm stat}\pm0.4_{\rm syst})\times 10^{-4}. By taking the upper limit of branching fractions of Λc+→pπ0Λ_{c}^{+} \to pπ^0 from the Belle experiment, the ratio of branching fractions between Λc+→nπ+Λ_{c}^{+} \to nπ^{+} and Λc+→pπ0Λ_{c}^{+} \to pπ^0 is calculated to be larger than 7.2 at the 90% confidence level, which disagrees with the current predictions of available phenomenological models. In addition, the branching fractions of the Cabibbo-favored decays Λc+→Λπ+Λ_{c}^{+} \to Λπ^{+} and Λc+→Σ0π+Λ_{c}^{+} \to Σ^{0}π^{+} are measured to be (1.31±0.08stat±0.05syst)×10−2(1.31\pm0.08_{\rm stat}\pm0.05_{\rm syst})\times 10^{-2} and (1.22±0.08stat±0.07syst)×10−2(1.22\pm0.08_{\rm stat}\pm0.07_{\rm syst})\times 10^{-2}, respectively, which are consistent with previous results.

preprint2022arXiv

Online Video Super-Resolution with Convolutional Kernel Bypass Graft

Deep learning-based models have achieved remarkable performance in video super-resolution (VSR) in recent years, but most of these models are less applicable to online video applications. These methods solely consider the distortion quality and ignore crucial requirements for online applications, e.g., low latency and low model complexity. In this paper, we focus on online video transmission, in which VSR algorithms are required to generate high-resolution video sequences frame by frame in real time. To address such challenges, we propose an extremely low-latency VSR algorithm based on a novel kernel knowledge transfer method, named convolutional kernel bypass graft (CKBG). First, we design a lightweight network structure that does not require future frames as inputs and saves extra time costs for caching these frames. Then, our proposed CKBG method enhances this lightweight base model by bypassing the original network with ``kernel grafts'', which are extra convolutional kernels containing the prior knowledge of external pretrained image SR models. In the testing phase, we further accelerate the grafted multi-branch network by converting it into a simple single-path structure. Experiment results show that our proposed method can process online video sequences up to 110 FPS, with very low model complexity and competitive SR performance.

preprint2022arXiv

Partial wave analysis of J/ψ→γη′η′J/ψ\to γη^{\prime} η^{\prime}

Using a sample of (10.09 ± 0.04)×109 J/ψ(10.09~\pm~0.04)\times10^{9} ~J/ψ events collected with the BESIII detector, a partial wave analysis of J/ψ→γη′η′J/ψ\toγη^{\prime}η^{\prime} is performed. The masses and widths of the observed resonances and their branching fractions are reported. The main contribution is from J/ψ→γf0(2020)J/ψ\rightarrowγf_0(2020) with f0(2020)→η′η′f_0(2020)\rightarrowη^{\prime}η^{\prime}, which is found with a significance of greater than 25σσ. The product branching fraction B(J/ψ→γf0(2020))⋅B(f0(2020)→η′η′){\cal B}\left(J/ψ\rightarrowγf_0(2020)\right)\cdot{\cal B}\left(f_0(2020)\rightarrowη^{\prime}η^{\prime}\right) is measured to be (2.63±0.06(stat.)−0.46+0.31(syst.))×10−4(2.63\pm0.06({\rm stat.})^{+0.31}_{-0.46}({\rm syst.}))\times10^{-4}.

preprint2022arXiv

Search for X(3872)→π0χc0X(3872)\toπ^0χ_{c0} and X(3872)→ππχc0X(3872)\toππχ_{c0} at BESIII

Using 9.9 fb−1^{-1} of e+e−e^+e^- collision data collected by the BESIII detector at center-of-mass energies between 4.15 and 4.30 GeV, we search for the processes e+e−→γX(3872)e^+e^-\toγX(3872) with X(3872)→π0χc0X(3872)\rightarrowπ^0χ_{c0} and X(3872)→ππχc0X(3872)\rightarrowππχ_{c0}. Depending on the fitting model, the statistical significance for X(3872)→π0χc0X(3872)\toπ^0χ_{c0} ranges from 1.3σσ to 2.8σσ. We set upper limits (at 90\% C.L.) of B(X(3872)→π0χc0)B(X(3872)→π+π−J/ψ)<3.6\frac{\mathcal{B}(X(3872)\rightarrowπ^0χ_{c0})}{\mathcal{B}(X(3872)\toπ^+π^-J/ψ)}<3.6, B(X(3872)→π+π−χc0)B(X(3872)→π+π−J/ψ)<0.68\frac{\mathcal{B}(X(3872)\rightarrowπ^+π^-χ_{c0})}{\mathcal{B}(X(3872)\toπ^+π^-J/ψ)}<0.68, and B(X(3872)→π0π0χc0)B(X(3872)→π+π−J/ψ)<1.7\frac{\mathcal{B}(X(3872)\rightarrowπ^0π^0χ_{c0})}{\mathcal{B}(X(3872)\toπ^+π^-J/ψ)}<1.7. Combined with the BESIII measurement of X(3872)→π0χc1X(3872)\toπ^0χ_{c1}, we also set an upper limit of B(X(3872)→π0χc0)B(X(3872)→π0χc1)<4.4\frac{\mathcal{B}(X(3872)\rightarrowπ^0χ_{c0})}{\mathcal{B}(X(3872)\toπ^0χ_{c1})}<4.4.

preprint2022arXiv

Search for baryon and lepton number violating decays D0→pˉe+D^{0}\to \bar{p}e^{+} and D0→pe−D^{0}\to pe^{-}

Using an electron-positron collision data sample corresponding to an integrated luminosity of 2.93~fb−1^{-1} collected with the BESIII detector at a center-of-mass energy of 3.773 GeV, we search for the baryon and lepton number violating decays D0→pˉe+D^{0}\to \bar{p}e^{+} and D0→pe−D^{0}\to pe^{-}. No obvious signals are found with the current statistics. The upper limits on the branching fractions for D0→pˉe+D^{0}\to \bar{p}e^{+} and D0→pe−D^{0}\to pe^{-} are set to be 1.2×10−61.2\times 10^{-6} and 2.2×10−62.2\times 10^{-6} at 90\% confidence level, respectively.

preprint2022arXiv

Search for baryon and lepton number violation decay D±→n(nˉ)e±D^{\pm}\to n(\bar{n})e^{\pm}

Using a data set of electron-positron collisions corresponding to an integrated luminosity of 2.93 fb−1{\rm 2.93~fb^{-1}} taken with the BESIII detector at a center-of-mass energy of 3.773 GeV, a search for the baryon (BB) and lepton (LL) number violating decays D±→n(nˉ)e±D^{\pm}\to n(\bar{n})e^{\pm} is performed. No signal is observed and the upper limits on the branching fractions at the 90%90\% confidence level are set to be 1.43×10−51.43\times10^{-5} for the decays D+(−)→nˉ(n)e+(−)D^{+(-)}\to \bar{n}(n)e^{+(-)} with Δ∣B−L∣=0Δ|B-L|=0, and 2.91×10−52.91\times10^{-5} for the decays D+(−)→n(nˉ)e+(−)D^{+(-)}\to n(\bar{n})e^{+(-)} with Δ∣B−L∣=2Δ|B-L|=2 , where Δ∣B−L∣Δ|B-L| denotes the change in the difference between baryon and lepton numbers.

preprint2022arXiv

Search for invisible decays of the ΛΛ baryon

A search for invisible decays of the ΛΛ baryon is carried out in the process J/ψ→ΛΛˉJ/ψ\toΛ\barΛ based on (1.0087±0.0044)×1010(1.0087\pm0.0044)\times10^{10} J/ψJ/ψ events collected with the BESIII detector located at the BEPCII storage ring. No signals are found for the invisible decays of ΛΛ baryon, and the upper limit of the branching fraction is determined to be 7.4×10−57.4 \times 10^{-5} at the 90% confidence level. This is the first search for invisible decays of baryons; such searches will play an important role in constraining dark sector models related to the baryon asymmetry.

preprint2022arXiv

Search for new hadronic decays of hch_{c} and observation of hc→ppˉηh_{c}\to p\bar{p}η

A search for the hadronic decays of the hch_{c} meson to the final states ppˉπ+π−π0p\bar{p}π^{+}π^{-}π^{0}, ppˉηp\bar{p}η, and ppˉπ0p\bar{p}π^0 via the process ψ(3686)→π0hcψ(3686) \to π^{0}{h_c} is performed using (4.48±0.03)×108(4.48\pm0.03)\times10^{8} ψ(3686)ψ(3686) events collected with the BESIII detector. The decay channel hc→ppˉηh_{c}\to p\bar{p}η is observed for the first time with a significance greater than 5σ5σ and a branching fraction of (6.41±1.74±0.53±1.00)×10−4\left( {6.41 \pm 1.74 \pm 0.53 \pm 1.00} \right) \times {10^{ -4}}, where the uncertainties are statistical, systematic, and that from the branching fraction of ψ(3686)→π0hcψ(3686)\toπ^{0}h_{c}. Strong evidence for the decay hc→ppˉπ+π−π0{h_c} \to p\bar{p}{π^+}{π^-}{π^0} is found with a significance of 4.9σ4.9σ and a branching fraction of (3.84±0.83±0.69±0.58)×10−3\left( {3.84 \pm 0.83 \pm0.69} \pm 0.58 \right) \times {10^{ - 3}}. The significances include systematic uncertainties. No clear signal of the decay hc→ppˉπ0h_c\to p\bar{p}π^{0} is found, and an upper limit of 6.59×10−46.59\times 10^{-4} on its branching fraction is set at the 90% confidence level.

preprint2022arXiv

Search for the decay D0→π0ννˉD^{0} \to π^{0} ν\barν

We present the first experimental search for the rare charm decay D0→π0ννˉD^{0} \to π^{0} ν\barν. It is based on an e+e−e^+e^- collision sample consisting of 10.6×10610.6\times10^{6} pairs of D0Dˉ0D^0\bar{D}^0 mesons collected by the BESIII detector at s\sqrt{s}=3.773 GeV, corresponding to an integrated luminosity of 2.93~fb−1^{-1}. A data-driven method is used to ensure the reliability of the background modeling. No significant D0→π0ννˉD^{0} \to π^{0} ν\barν signal is observed in data and an upper limit of the branching fraction is set to be 2.1×10−42.1\times 10^{-4} at the 90%\% confidence level. This is the first experimental constraint on charmed-hadron decays into dineutrino final states.

preprint2022arXiv

Search for the decay hc→π0J/ψh_c\rightarrowπ^0J/ψ

A search for the decay hc→π0J/ψh_c\rightarrowπ^0J/ψ is performed using a sample of hch_c produced in the reaction e+e−→π+π−hce^+e^-\rightarrowπ^+π^-h_c. The data samples were collected with the BESIII detector at center-of-mass energies between 4.189 and 4.437 GeV, corresponding to a total integrated luminosity of 11 fb−1^{-1}. No significant signal is observed. Upper limits on the branching ratio B(hc→π0J/ψ)/B(hc→γηc→γK+K−π0)\mathcal{B}(h_c\rightarrowπ^0J/ψ)/\mathcal{B}(h_c\rightarrowγη_c\rightarrowγK^+K^-π^0) and on the branching fraction B(hc→π0J/ψ)\mathcal{B}(h_c\rightarrowπ^0J/ψ) are determined to be 7.5×10−27.5\times10^{-2} and 4.7×10−44.7\times10^{-4} at 90%90\% confidence level, respectively. The latter is derived from the former using the measured branching fraction of the normalization channel. This is the first determination of the upper limit of the decay hc→π0J/ψh_c\rightarrowπ^0J/ψ.

preprint2022arXiv

The JUNO experiment and its electronics readout system

The main goal of the Jiangmen Underground Neutrino Observatory (JUNO) under construction in China is to determine the neutrino mass hierarchy and to measure oscillation parameters to the sub-percent level. The detector consists of 20 ktons of liquid scintillator instrumented by 17612 20-inch photo-multiplier tubes, and 25600 3-inch small PMTs, with photo-cathode coverage of 77%. The electronics system is separated into two main parts. The front-end system, sitting under water, performs analog signal processing. The back-end electronics system, sitting outside water, consists of the DAQ and the trigger. The current production status of the experiment as well as the design of the electronics system will be reported in the presentation.

preprint2021arXiv

Cross section measurements of the e+e−→D∗+D∗−e^+e^-\to D^{*+}D^{*-} and e+e−→D∗+D−e^+e^-\to D^{*+}D^{-} processes at center-of-mass energies from 4.085 to 4.600 GeV

The Born cross sections of the e+e−→D∗+D∗−e^+e^-\to D^{*+}D^{*-} and e+e−→D∗+D−e^+e^-\to D^{*+}D^{-} processes are measured using e+e−e^+e^- collision data collected with the BESIII experiment at center-of-mass energies from 4.085 to 4.600 GeV, corresponding to an integrated luminosity of 15.7 fb−115.7~{\rm fb}^{-1}. The results are consistent with and more precise than the previous measurements by the Belle, Babar and CLEO collaborations. The measurements are essential for understanding the nature of vector charmonium and charmonium-like states.

preprint2021arXiv

Cross sections for the reactions e+e−→K+K−π+π−(π0)e^+e^-\rightarrow K^+K^-π^+π^-(π^0), K+K−K+K−(π0)K^+K^-K^+K^-(π^0), π+π−π+π−(π0)π^+π^-π^+π^-(π^0), ppˉπ+π−(π0)p\bar{p}π^+π^-(π^0) in the energy region between 3.773 and 4.600 GeV

Using the data samples collected in the energy range from 3.773 to 4.600 GeV with the BESIII detector at the BEPCII collider, we measure the dressed cross sections as a function of center-of-mass energy for e+e−→K+K−π+π−(π0)e^+e^-\rightarrow K^+K^-π^+π^-(π^0), K+K−K+K−(π0)K^+K^-K^+K^-(π^0), π+π−π+π−(π0)π^+π^-π^+π^-(π^0), and ppˉπ+π−(π0)p\bar{p}π^+π^-(π^0). The cross sections for e+e−→K+K−K+K−π0e^+e^-\rightarrow K^+K^-K^+K^-π^0, ppˉπ+π−(π0)p\bar{p}π^+π^-(π^0) are the first measurements. Cross sections for the other five channels are much more precise than previous results in this energy region. We also search for charmonium and charmonium-like resonances, such as the Y(4230)Y(4230), decaying into the same final states. We find evidence of the ψ(4040)ψ(4040) decaying to π+π−π+π−π0π^+π^-π^+π^-π^0 with a statistical significance of 3.6σ3.6σ. Upper limits are provided for other decays since no clear signals are observed.

preprint2021arXiv

Design of an Internet of Things - based multi-channel temperature monitoring system

In the scope of the Jiangmen Underground Neutrino Observatory (JUNO) project, 6 back-end card (BEC) mezzanines connected to one BEC base board are in charge of compensating the attenuated incoming data from 48 front-end channels over 48 100-meter-long ethernet cables. Each of the mezzanines has 16 equalizers that may be subject to overheating. It is important therefore to monitor their temperature in real time. However, collecting data from a relatively large (1080) number of mezzanines is not a trivial task. In this work we propose a solution based on Wi-Fi mesh. Both the technical details and the first test results performed are be reported.

preprint2021arXiv

Evidence for Zc±Z_{c}^{\pm} decays into the ρ±ηcρ^{\pm} η_{c} final state

We study e+e−e^{+}e^{-} collisions with a π+π−π0ηcπ^{+}π^{-}π^{0}η_{c} final state using data samples collected with the BESIII detector at center-of-mass energies s=4.226\sqrt{s}=4.226, 4.2584.258, 4.3584.358, 4.4164.416, and 4.6004.600 GeV. Evidence for the decay $\zcpm\to\rhopm\etac$ is reported with a statistical significance of 3.9σ3.9σ with various systematic uncertainties taken into account at s=4.226\sqrt{s} = 4.226 GeV, and the Born cross section times branching fraction $σ^{B}(\EE\to \pimp\zcpm)\times \BR(\zcpm\to\rhopm\etac)$ is measured to be (48±11±11) pb(48 \pm 11 \pm 11)\,\rm{pb}. The $\zcpm\to \rhopm\etac$ signal is not significant at the other center-of-mass energies and the corresponding upper limits are determined. In addition, no significant signal is observed in a search for $\zcppm\to ρ^{\pm}\etac$ with the same data samples. The ratios $R_{\zc}=\BR(\zcpm\to ρ^{\pm} \etac)/\BR(\zcpm\to π^{\pm} \jpsi)$ and $R_{\zcp}=\BR(\zcppm\to ρ^{\pm} \etac)/\BR(\zcppm\to π^{\pm} \hc)$ are obtained and used to discriminate between different theoretical interpretations of the $\zcpm$ and $\zcppm$.

preprint2021arXiv

JUNO Physics and Detector

The Jiangmen Underground Neutrino Observatory (JUNO) is a 20 kton LS detector at 700-m underground. An excellent energy resolution and a large fiducial volume offer exciting opportunities for addressing many important topics in neutrino and astro-particle physics. With 6 years of data, the neutrino mass ordering can be determined at 3-4 sigma and three oscillation parameters can be measured to a precision of 0.6% or better by detecting reactor antineutrinos. With 10 years of data, DSNB could be observed at 3-sigma; a lower limit of the proton lifetime of 8.34e33 years (90% C.L.) can be set by searching for p->nu_bar K^+; detection of solar neutrinos would shed new light on the solar metallicity problem and examine the vacuum-matter transition region. A core-collapse supernova at 10 kpc would lead to ~5000 IBD and ~2000 (300) all-flavor neutrino-proton (electron) scattering events. Geo-neutrinos can be detected with a rate of ~400 events/year. We also summarize the final design of the JUNO detector and the key R&D achievements. All 20-inch PMTs have been tested. The average photon detection efficiency is 28.9% for the 15,000 MCP PMTs and 28.1% for the 5,000 dynode PMTs, higher than the JUNO requirement of 27%. Together with the >20 m attenuation length of LS, we expect a yield of 1345 p.e. per MeV and an effective energy resolution of 3.02%/\sqrt{E (MeV)}$ in simulations. The underwater electronics is designed to have a loss rate <0.5% in 6 years. With degassing membranes and a micro-bubble system, the radon concentration in the 35-kton water pool could be lowered to <10 mBq/m^3. Acrylic panels of radiopurity <0.5 ppt U/Th are produced. The 20-kton LS will be purified onsite. Singles in the fiducial volume can be controlled to ~10 Hz. The JUNO experiment also features a double calorimeter system with 25,600 3-inch PMTs, a LS testing facility OSIRIS, and a near detector TAO.

preprint2021arXiv

Lifelong Learning based Disease Diagnosis on Clinical Notes

Current deep learning based disease diagnosis systems usually fall short in catastrophic forgetting, i.e., directly fine-tuning the disease diagnosis model on new tasks usually leads to abrupt decay of performance on previous tasks. What is worse, the trained diagnosis system would be fixed once deployed but collecting training data that covers enough diseases is infeasible, which inspires us to develop a lifelong learning diagnosis system. In this work, we propose to adopt attention to combine medical entities and context, embedding episodic memory and consolidation to retain knowledge, such that the learned model is capable of adapting to sequential disease-diagnosis tasks. Moreover, we establish a new benchmark, named Jarvis-40, which contains clinical notes collected from various hospitals. Our experiments show that the proposed method can achieve state-of-the-art performance on the proposed benchmark.

preprint2021arXiv

Measurement of Branching Fractions of J/ψJ/ψ and ψ(3686)ψ(3686) decays to Σ+Σ^{+} and Σ‾−\overlineΣ^-

Using 1310.6×1061310.6\times10^{6} J/ψJ/ψ and 448.1×106448.1\times10^{6} ψ(3686)ψ(3686) events collected with the BESIII detector, the branching fractions of J/ψJ/ψ and ψ(3686)ψ(3686) decays to Σ+Σ‾−Σ^{+}\overlineΣ^{-} are measured to be (10.61±0.04±0.36)×10−4(10.61 \pm 0.04 \pm 0.36) \times 10^{-4} and (2.52±0.04±0.09)×10−4(2.52 \pm 0.04 \pm 0.09) \times 10^{-4}, respectively. In addition, the ratio of B(ψ(3686)→Σ+Σ‾−)/B(J/ψ→Σ+Σ‾−)\mathcal{B}(ψ(3686) \rightarrow Σ^{+}\overlineΣ^{-})/\mathcal{B}(J/ψ\rightarrow Σ^{+}\overlineΣ^{-}) is determined to be (23.8±1.1)%(23.8 \pm 1.1)\% which violates the "12%12\% rule".

preprint2021arXiv

Measurement of cross-section for e+e−→Ξ−Ξˉ+e^+e^-\toΞ^-\barΞ^+ near threshold at BESIII

The Born cross-sections and effective form factors for process e+e−→Ξ−Ξˉ+e^+e^-\toΞ^-\barΞ^+ are measured at eight center-of-mass energies between 2.644 and 3.080 GeV, using a total integrated luminosity of 363.9 pb−1^{-1} e+e−e^+e^- collision data collected with the BESIII detector at BEPCII. After performing a fit to the Born cross-section of e+e−→Ξ−Ξˉ+e^+e^-\toΞ^-\barΞ^+, no significant threshold effect is observed.

preprint2021arXiv

Measurement of the e+e−→Σ0Σˉ0e^{+}e^{-}\toΣ^{0}\barΣ^{0} cross sections at center-of-mass energies from 2.38642.3864 to 3.02003.0200 GeV

The Born cross sections of e+e−→Σ0Σˉ0e^{+}e^{-}\to Σ^{0}\barΣ^{0} are measured at center-of-mass energies from 2.38642.3864 to 3.02003.0200 GeV using data samples with an integrated luminosity of 328.5328.5 pb−1^{-1} collected with the BESIII detector operating at the BEPCII collider. The analysis makes use of a novel reconstruction method for energies near production threshold, while a single-tag method is employed at other center-of-mass energies. The measured cross sections are consistent with earlier results from BaBar, with a substantially improved precision. The cross-section lineshape can be well described by a perturbative QCD-driven energy function. In addition, the effective form factors of the Σ0Σ^{0} baryon are determined. The results provide precise experimental input for testing various theoretical predictions.

preprint2021arXiv

Measurements of e+e−→ηcπ+π−π0e^+e^-\rightarrow η_{\rm c}π^+ π^-π^0, ηcπ+π−η_{\rm c}π^+ π^- and ηcπ0γη_{\rm c}π^0γ at s\sqrt{s} from 4.18 to 4.60\,GeV, and search for a ZcZ_{\rm c} state close to the DDˉD\bar{D} threshold decaying to ηcπη_{\rm c}π at s\sqrt{s} = 4.23 GeV

We study ηcη_{\rm c} production at center-of-mass energies s\sqrt{s} from 4.18 to 4.60 GeV in e+e−e^+e^- annihilation data collected with the BESIII detector operating at the BEPCII storage ring, corresponding to 7.3 fb−1^{-1} of integrated luminosity. We measure the cross sections of the three different exclusive reactions e+e−→ηcπ+π−π0e^+e^-\rightarrow η_{\rm c}π^+ π^-π^0, e+e−→ηcπ+π−e^+e^- \rightarrow η_{\rm c}π^+ π^-, and e+e−→ηcπ0γe^+e^- \rightarrow η_{\rm c}π^0γ. We find significant ηcη_{\rm c} production in e+e−→ηcπ+π−π0e^+e^-\rightarrow η_{\rm c}π^+ π^-π^0 at s\sqrt{s} of 4.23 GeV and 4.26 GeV and observe a significant energy-dependent Born cross section that we measure to be consistent with the production via the intermediate Y(4260)Y(4260) resonance. In addition, we perform a search for a charmonium-like ZcZ_{\rm c} state close to the DDˉD\bar{D} threshold that decays to ηcπη_{\rm c}π, involving ground state charmonium, and observe no signal. Corresponding upper limits on the cross section of ηcη_{\rm c} and ZcZ_{\rm c} production are provided, where the yields are not found to be significant.

preprint2021arXiv

Model independent determination of the spin of the Ω−Ω^{-} and its polarization alignment in ψ(3686)→Ω−Ωˉ+ψ(3686)\rightarrowΩ^{-}\barΩ^{+}

We present an analysis of the process ψ(3686)→Ω−Ωˉ+ψ(3686) \to Ω^- \barΩ^+ (Ω−→K−ΛΩ^-\to K^-Λ, Ωˉ+→K+Λˉ\barΩ^+\to K^+\barΛ, Λ→pπ−Λ\to pπ^-, Λˉ→pˉπ+\barΛ\to \bar{p}π^+) based on a data set of 448×106448\times 10^6 ψ(3686)ψ(3686) decays collected with the BESIII detector at the BEPCII electron-positron collider. The helicity amplitudes for the process ψ(3686)→Ω−Ωˉ+ψ(3686) \to Ω^- \barΩ^+ and the decay parameters of the subsequent decay Ω−→K−ΛΩ^-\to K^-Λ (Ωˉ+→K+Λˉ)(\barΩ^+\to K^+\barΛ) are measured for the first time by a fit to the angular distribution of the complete decay chain. The branching fraction of ψ(3686)→Ω−Ωˉ+ψ(3686) \to Ω^- \barΩ^+ is measured to be (5.82±0.12±0.24)×10−5(5.82\pm 0.12\pm 0.24)\times 10^{-5}, with an improved precision compared to previous measurements.

preprint2021arXiv

Observation of D0(+)→KS0π0(+)ωD^{0(+)}\to K^0_Sπ^{0(+)}ω and improved measurement of D0→K−π+ωD^0\to K^-π^+ω

By analyzing an e+e−e^+e^- annihilation data sample with an integrated luminosity of 2.93 fb−12.93\ \rm fb^{-1} taken at the center-of-mass energy of 3.773 GeV with the BESIII detector, we determine the absolute branching fractions of the hadronic decays D0→K−π+ωD^0\to K^-π^+ω, D0→KS0π0ωD^0\to K^0_Sπ^0ω, and D+→KS0π+ωD^+\to K^0_Sπ^+ω to be (3.392±0.044stat±0.085syst)%(3.392 \pm 0.044_{\rm stat} \pm 0.085_{\rm syst})\%, (0.848±0.046stat±0.031syst)%(0.848 \pm 0.046_{\rm stat} \pm 0.031_{\rm syst})\%, and (0.707±0.041stat±0.029syst)%(0.707 \pm 0.041_{\rm stat} \pm 0.029_{\rm syst})\%, respectively. The accuracy of the branching fraction measurement of the decay D0→K−π+ωD^0\to K^-π^+ω is improved by a factor of seven compared to the world average value. The D0→KS0π0ωD^{0}\to K^0_Sπ^{0}ω and D+→KS0π+ωD^{+}\to K^0_Sπ^{+}ω decays are observed for the first time.

preprint2021arXiv

Observation of e+e−→ηψ(2S)e^{+}e^{-}\rightarrowηψ(2S) at center-of-mass energies from 4.236 to 4.600 GeV

Using a total of 5.25 fb−15.25~{\rm fb}^{-1} of e+e−e^{+}e^{-} collision data with center-of-mass energies from 4.236 to 4.600 GeV, we report the first observation of the process e+e−→ηψ(2S)e^{+}e^{-}\to ηψ(2S) with a statistical significance of 5σ5σ. The data sets were collected by the BESIII detector operating at the BEPCII storage ring. We measure the yield of events integrated over center-of-mass energies and also present the energy dependence of the measured cross section.

preprint2021arXiv

Quasimodular forms and modular differential equations which are not apparent at cusps: I

In this paper, we explore a two-way connection between quasimodular forms of depth 11 and a class of second-order modular differential equations with regular singularities on the upper half-plane and the cusps. Here we consider the cases Γ=Γ0+(N)Γ=Γ_0^+(N) generated by Γ0(N)Γ_0(N) and the Atkin-Lehner involutions for N=1,2,3N=1,2,3 (Γ0+(1)=SL(2,Z)Γ_0^+(1)=\mathrm{SL}(2,\mathbb Z)). Firstly, we note that a quasimodular form of depth 11, after divided by some modular form with the same weight, is a solution of a modular differential equation. Our main results are the converse of the above statement for the groups Γ0+(N)Γ_0^+(N), N=1,2,3N=1,2,3.

preprint2021arXiv

Search for the X(2370)X(2370) and observation of ηc→ηηη′η_{c}\toηηη^\prime in J/ψ→γηηη′J/ψ\toγηηη^{\prime}

Using a sample of 1.31×109 J/ψ1.31\times10^{9} ~J/ψ events collected with the BESIII detector, we perform a study of J/ψ→γηηη′J/ψ\toγηηη^{\prime} to search for the X(2370)X(2370) and ηcη_{c} in the ηηη′ηηη^{\prime} invariant mass distribution. No significant signal for the X(2370)X(2370) is observed, and we set an upper limit for the product branching fraction of B(J/ψ→γX(2370)⋅B(X(2370)→ηηη′)<9.2×10−6{\cal B}(J/ψ\toγX(2370)\cdot{\cal B}(X(2370)\toηηη^{\prime}) < 9.2\times10^{-6} at the 90% confidence level. A clear ηcη_{c} signal is observed for the first time, yielding a product branching fraction of B(J/ψ→γηc)⋅B(ηc→ηηη′)=(4.86±0.62 (stat.)±0.45 (sys.))×10−5{\cal B}(J/ψ\to γη_{c})\cdot{\cal B}(η_{c}\to ηηη^{\prime}) = (4.86\pm0.62~({\rm stat.})\pm0.45~({\rm sys.}))\times10^{-5}.

preprint2021arXiv

Weak phases and CP-symmetry tests in sequential decays of entangled double-strange baryons

Using a sample of 1.31×1091.31\times10^9 J/ψJ/ψ events collected with the BESIII detector at the electron-positron collider BEPCII, we analyse the full J/ψ→J/ψ\to Ξ−Ξ‾+Ξ^-\overlineΞ^+, Ξ−→Λπ−Ξ^-\to Λπ^-, Λ→pπ−Λ\to pπ^-, Ξ‾+→Λ‾π+\overlineΞ^+\to\overlineΛπ^+, Λ‾→p‾π+\overlineΛ\to\overline{p}π^+ decay chain. A new method, exploiting the fact that the Ξ−Ξ‾+Ξ^-\overlineΞ^+ pair is entangled and sequentially decaying, and where the complete decay chains are reconstructed, is applied for the first time. This enables precision measurements of the decay parameters for the Ξ−→Λπ−Ξ^-\toΛπ^- decay (αΞα_Ξ, ϕΞϕ_Ξ) as well as the Ξ‾+→Λ‾π+\overlineΞ^+\to\overlineΛπ^+ decay (α‾Ξ\overlineα_Ξ, ϕ‾Ξ\overlineϕ_Ξ). From the decay parameters, two independent CP tests were performed, quantified by the observables ACPΞA_{\rm CP}^Ξ and ΔϕΞΔϕ_Ξ. Our results, ACPΞA_{\rm CP}^Ξ = (6.0±13.4±5.6)×10−3(6.0\pm13.4\pm5.6)\times10^{-3} and ΔϕΞ=(−4.8±13.7±2.9)×10−3 radΔϕ_Ξ= (-4.8\pm13.7\pm2.9)\times10^{-3}~{\rm rad}, are consistent with CP symmetry. Furthermore, our method enables a separation of strong and weak Ξ→ΛπΞ\toΛπ decay amplitudes. This results in the first direct measurement of the weak phase difference for any baryon decay. The result is found to be (ξP−ξS)=(1.2±3.4±0.8)×10−2(ξ_{P} - ξ_{S}) = (1.2\pm3.4\pm0.8)\times10^{-2} rad and is one of the most precise tests of CP symmetry for strange baryons. The strong phase difference is measured to be (δP−δS)=(−4.0±3.3±1.7)×10−2(δ_P - δ_S) = (-4.0\pm3.3\pm1.7)\times10^{-2} rad. In addition, we provide an independent measurement of the recently debated ΛΛ decay parameter, αΛ=0.757±0.011±0.008α_Λ = 0.757 \pm 0.011 \pm 0.008 . The ΛΛ‾Λ\overlineΛ asymmetry is measured to be ACPΛ=(−3.7±11.7±9.0)×10−3A_{\rm CP}^Λ = (-3.7\pm11.7\pm9.0)\times10^{-3}.

preprint2020arXiv

Σ+Σ^{+} and Σˉ−\barΣ^- polarization in the J/ψJ/ψ and ψ(3686)ψ(3686) decays

From 1310.6×1061310.6\times10^{6} J/ψJ/ψ and 448.1×106448.1\times10^{6} ψ(3686)ψ(3686) events collected with the BESIII experiment, we report the first observation of Σ+Σ^{+} and Σˉ−\barΣ^{-} spin polarization in e+e−→J/ψ(ψ(3686))→Σ+Σˉ−e^+e^-\rightarrow J/ψ(ψ(3686)) \rightarrow Σ^{+} \barΣ^{-} decays. The relative phases of the form factors ΔΦΔΦ have been measured to be (−15.5±0.7±0.5)∘(-15.5\pm0.7\pm0.5)^{\circ} and (21.7±4.0±0.8)∘(21.7\pm4.0\pm0.8)^{\circ} with J/ψJ/ψ and ψ(3686)ψ(3686) data, respectively. The non-zero value of ΔΦΔΦ allows for a direct and simultaneous measurement of the decay asymmetry parameters of Σ+→pπ0 (α0=−0.998±0.037±0.009)Σ^{+}\rightarrow p π^{0}~(α_0 = -0.998\pm0.037\pm0.009) and Σˉ−→pˉπ0 (αˉ0=0.990±0.037±0.011)\barΣ^{-}\rightarrow \bar{p} π^{0}~(\barα_0 = 0.990\pm0.037\pm0.011), the latter value being determined for the first time. The average decay asymmetry, (α0−αˉ0)/2(α_{0} - \barα_{0})/2, is calculated to be −0.994±0.004±0.002-0.994\pm0.004\pm0.002. The CP asymmetry ACP,Σ=(α0+αˉ0)/(α0−αˉ0)=−0.004±0.037±0.010A_{\rm CP,Σ} = (α_0 + \barα_0)/(α_0 - \barα_0) = -0.004\pm0.037\pm0.010 is extracted for the first time, and is found to be consistent with CP conservation.

preprint2020arXiv

A New Unified Deep Learning Approach with Decomposition-Reconstruction-Ensemble Framework for Time Series Forecasting

A new variational mode decomposition (VMD) based deep learning approach is proposed in this paper for time series forecasting problem. Firstly, VMD is adopted to decompose the original time series into several sub-signals. Then, a convolutional neural network (CNN) is applied to learn the reconstruction patterns on the decomposed sub-signals to obtain several reconstructed sub-signals. Finally, a long short term memory (LSTM) network is employed to forecast the time series with the decomposed sub-signals and the reconstructed sub-signals as inputs. The proposed VMD-CNN-LSTM approach is originated from the decomposition-reconstruction-ensemble framework, and innovated by embedding the reconstruction, single forecasting, and ensemble steps in a unified deep learning approach. To verify the forecasting performance of the proposed approach, four typical time series datasets are introduced for empirical analysis. The empirical results demonstrate that the proposed approach outperforms consistently the benchmark approaches in terms of forecasting accuracy, and also indicate that the reconstructed sub-signals obtained by CNN is of importance for further improving the forecasting performance.

preprint2020arXiv

Analysis of the decay D0→KS0K+K−D^0\rightarrow K_{S}^{0} K^{+} K^{-}

Using a data sample of 2.93 fb−12.93~fb^{-1} of e+e−e^+e^- collisions collected at s=3.773GeV\sqrt{s}=3.773 GeV in the BESIII experiment, we perform an analysis of the decay D0→KS0K+K−D^0\rightarrow K_{S}^{0} K^{+} K^{-}. The Dalitz plot is analyzed using 1856±451856\pm 45 flavor-tagged signal decays. We find that the Dalitz plot is well described by a set of six resonances: a0(980)0a_0(980)^0, a0(980)+a_0(980)^+, ϕ(1020)ϕ(1020), a2(1320)+a_2(1320)^+, a2(1320)−a_2(1320)^- and a0(1450)−a_0(1450)^-. Their magnitudes, phases and fit fractions are determined as well as the coupling of a0(980)a_0(980) to KKˉK\bar{K}, gKKˉ=3.77±0.24(stat.)±0.35(sys.)GeVg_{K\bar{K}}=3.77\pm 0.24\text{(stat.)}\pm0.35\text{(sys.)} GeV. The branching fraction of the decay D0→KS0K+K−D^0\rightarrow K_{S}^{0} K^{+} K^{-} is measured using 11660±11811660\pm 118 untagged signal decays to be (4.51±0.05(stat.)±0.16(sys.))10−3(4.51\pm 0.05\text{(stat.)}\pm 0.16\text{(sys.)})10^{-3}. Both measurements are limited by their systematic uncertainties.

preprint2020arXiv

COVID-19 Public Opinion and Emotion Monitoring System Based on Time Series Thermal New Word Mining

With the spread and development of new epidemics, it is of great reference value to identify the changing trends of epidemics in public emotions. We designed and implemented the COVID-19 public opinion monitoring system based on time series thermal new word mining. A new word structure discovery scheme based on the timing explosion of network topics and a Chinese sentiment analysis method for the COVID-19 public opinion environment is proposed. Establish a "Scrapy-Redis-Bloomfilter" distributed crawler framework to collect data. The system can judge the positive and negative emotions of the reviewer based on the comments, and can also reflect the depth of the seven emotions such as Hopeful, Happy, and Depressed. Finally, we improved the sentiment discriminant model of this system and compared the sentiment discriminant error of COVID-19 related comments with the Jiagu deep learning model. The results show that our model has better generalization ability and smaller discriminant error. We designed a large data visualization screen, which can clearly show the trend of public emotions, the proportion of various emotion categories, keywords, hot topics, etc., and fully and intuitively reflect the development of public opinion.

preprint2020arXiv

Cross section measurement of e+e−→η′J/ψe^+e^- \rightarrow η'J/ψ from s=4.178\sqrt{s} = 4.178 to 4.6004.600 GeV

The cross section of the process e+e−→η′J/ψe^+e^- \rightarrow η'J/ψ is measured at center-of-mass energies from s=\sqrt{s} = 4.178 to 4.600 GeV using data samples corresponding to a total integrated luminosity of 11 fb−1^{-1} collected with the BESIII detector operating at the BEPCII storage ring. The dependence of the cross section on s\sqrt{s} shows an enhancement around 4.24.2 GeV. While the shape of the cross section cannot be fully explained with a single ψ(4160)ψ(4160) or ψ(4260)ψ(4260) state, a coherent sum of the two states does provide a reasonable description of the data.

preprint2020arXiv

Determination of strong-phase parameters in D→KS,L0π+π−D\rightarrow K^0_{S,L}π^+π^-

We report the most precise measurements to date of the strong-phase parameters between D0D^0 and Dˉ0\bar{D}^0 decays to KS,L0π+π−K^0_{S,L}π^+π^- using a sample of 2.93 fb−1^{-1} of e+e−e^+e^- annihilation data collected at a center-of-mass energy of 3.773 GeV with the BESIII detector at the BEPCII collider. Our results provide the key inputs for a binned model-independent determination of the Cabibbo-Kobayashi-Maskawa angle γ/ϕ3γ/ϕ_3 with BB decays. Using our results, the decay model sensitivity to the γ/ϕ3γ/ϕ_3 measurement is expected to be between 0.7∘^{\circ} and 1.2∘^{\circ}, approximately a factor of three smaller than that achievable with previous measurements. The improved precision of this work ensures that measurements of γ/ϕ3γ/ϕ_3 will not be limited by knowledge of strong phases for the next decade. Furthermore, our results provide critical input for other flavor-physics investigations, including charm mixing, other measurements of CPCP violation, and the measurement of strong-phase parameters for other DD-decay modes.

preprint2020arXiv

Erratum to "Measurement of the e+e−→π+π−e^+e^-\toπ^+π^- cross section between 600 and 900 MeV using initial state radiation"

In Phys. Lett. B 753, 629-638 (2016) [arXiv:1507.08188] the BESIII collaboration published a cross section measurement of the process e+e−→π+π−e^+e^-\to π^+ π^- in the energy range between 600 and 900 MeV. In this erratum we report a corrected evaluation of the statistical errors in terms of a fully propagated covariance matrix. The correction also yields a reduced statistical uncertainty for the hadronic vacuum polarization contribution to the anomalous magnetic moment of the muon, which now reads as aμππ,LO(600−900 MeV)=(368.2±1.5stat±3.3syst)×10−10a_μ^{ππ\mathrm{, LO}}(600 - 900\,\mathrm{MeV}) = (368.2 \pm 1.5_{\rm stat} \pm 3.3_{\rm syst})\times 10^{-10}. The central values of the cross section measurement and of aμππ,LOa_μ^{ππ\mathrm{, LO}}, as well as the systematic uncertainties remain unchanged.

preprint2020arXiv

Experiments of Federated Learning for COVID-19 Chest X-ray Images

AI plays an important role in COVID-19 identification. Computer vision and deep learning techniques can assist in determining COVID-19 infection with Chest X-ray Images. However, for the protection and respect of the privacy of patients, the hospital's specific medical-related data did not allow leakage and sharing without permission. Collecting such training data was a major challenge. To a certain extent, this has caused a lack of sufficient data samples when performing deep learning approaches to detect COVID-19. Federated Learning is an available way to address this issue. It can effectively address the issue of data silos and get a shared model without obtaining local data. In the work, we propose the use of federated learning for COVID-19 data training and deploy experiments to verify the effectiveness. And we also compare performances of four popular models (MobileNet, ResNet18, MoblieNet, and COVID-Net) with the federated learning framework and without the framework. This work aims to inspire more researches on federated learning about COVID-19.

preprint2020arXiv

Feasibility and physics potential of detecting 8^8B solar neutrinos at JUNO

The Jiangmen Underground Neutrino Observatory~(JUNO) features a 20~kt multi-purpose underground liquid scintillator sphere as its main detector. Some of JUNO's features make it an excellent experiment for 8^8B solar neutrino measurements, such as its low-energy threshold, its high energy resolution compared to water Cherenkov detectors, and its much large target mass compared to previous liquid scintillator detectors. In this paper we present a comprehensive assessment of JUNO's potential for detecting 8^8B solar neutrinos via the neutrino-electron elastic scattering process. A reduced 2~MeV threshold on the recoil electron energy is found to be achievable assuming the intrinsic radioactive background 238^{238}U and 232^{232}Th in the liquid scintillator can be controlled to 10−17^{-17}~g/g. With ten years of data taking, about 60,000 signal and 30,000 background events are expected. This large sample will enable an examination of the distortion of the recoil electron spectrum that is dominated by the neutrino flavor transformation in the dense solar matter, which will shed new light on the tension between the measured electron spectra and the predictions of the standard three-flavor neutrino oscillation framework. If Δm212=4.8×10−5 (7.5×10−5)Δm^{2}_{21}=4.8\times10^{-5}~(7.5\times10^{-5})~eV2^{2}, JUNO can provide evidence of neutrino oscillation in the Earth at the about 3σσ~(2σσ) level by measuring the non-zero signal rate variation with respect to the solar zenith angle. Moveover, JUNO can simultaneously measure Δm212Δm^2_{21} using 8^8B solar neutrinos to a precision of 20\% or better depending on the central value and to sub-percent precision using reactor antineutrinos. A comparison of these two measurements from the same detector will help elucidate the current tension between the value of Δm212Δm^2_{21} reported by solar neutrino experiments and the KamLAND experiment.

preprint2020arXiv

First Measurements of χcJ→Σ−Σˉ+(J=0,1,2)χ_{cJ}\rightarrow Σ^{-} \barΣ^{+} (J = 0, 1, 2) Decays

We measured the branching fractions of the decays χcJ→Σ−Σˉ+χ_{cJ}\toΣ^{-}\barΣ^{+} for the first time using the final states nnˉπ+π−n\bar{n}π^{+}π^{-}. The data sample exploited here is 448.1×106448.1\times10^{6} ψ(3686)ψ(3686) events collected with BESIII. We find B(χcJ→Σ−Σˉ+)=(51.3±2.4±4.1)×10−5, (5.7±1.4±0.6)×10−5, and (4.4±1.7±0.5)×10−5\mathcal{B}(χ_{cJ}\rightarrowΣ^{-}\barΣ^{+}) = (51.3\pm2.4\pm4.1)\times10^{-5},\, (5.7\pm1.4\pm0.6)\times10^{-5},\, \rm{and}~ (4.4\pm1.7\pm0.5)\times10^{-5}, for J=0,1,2J=0,1,2, respectively, where the first uncertainties are statistical and the second systematic.

preprint2020arXiv

Future Physics Programme of BESIII

There has recently been a dramatic renewal of interest in the subjects of hadron spectroscopy and charm physics. This renaissance has been driven in part by the discovery of a plethora of charmonium-like XYZXYZ states at BESIII and BB factories, and the observation of an intriguing proton-antiproton threshold enhancement and the possibly related X(1835)X(1835) meson state at BESIII, as well as the threshold measurements of charm mesons and charm baryons. We present a detailed survey of the important topics in tau-charm physics and hadron physics that can be further explored at BESIII over the remaining lifetime of BEPCII operation. This survey will help in the optimization of the data-taking plan over the coming years, and provides physics motivation for the possible upgrade of BEPCII to higher luminosity.

preprint2020arXiv

Inclusive charged and neutral particle multiplicity distributions in χcJχ_{cJ} and J/ψJ/ψ decays

Using a sample of 106 million ψ(3686)ψ(3686) decays, ψ(3686)→γχcJ(J=0,1,2)ψ(3686) \to γχ_{cJ} (J = 0, 1, 2) and ψ(3686)→γχcJ,χcJ→γJ/ψψ(3686) \to γχ_{cJ}, χ_{cJ} \to γJ/ψ (J=1,2)(J = 1, 2) events are utilized to study inclusive χcJ→χ_{cJ} \to anything, χcJ→χ_{cJ} \to hadrons, and J/ψ→J/ψ\to anything distributions, including distributions of the number of charged tracks, electromagnetic calorimeter showers, and π0π^0s, and to compare them with distributions obtained from the BESIII Monte Carlo simulation. Information from each Monte Carlo simulated decay event is used to construct matrices connecting the detected distributions to the input predetection "produced" distributions. Assuming these matrices also apply to data, they are used to predict the analogous produced distributions of the decay events. Using these, the charged particle multiplicities are compared with results from MARK I. Further, comparison of the distributions of the number of photons in data with those in Monte Carlo simulation indicates that G-parity conservation should be taken into consideration in the simulation.

preprint2020arXiv

Measurement of {\boldmath J/ψ→Ξ(1530)−Ξˉ+J/ψ\toΞ(1530)^{-}\barΞ^{+}} and evidence for the radiative decay {\boldmath Ξ(1530)−→γΞ−Ξ(1530)^{-}\toγΞ^-}

The SU(3)-flavor violating decay J/ψ→Ξ(1530)−Ξˉ++c.c.J/ψ\toΞ(1530)^{-}\barΞ^{+}+c.c. is studied using (1310.6±7.0)×106 J/ψ(1310.6\pm7.0)\times 10^{6} ~J/ψ events collected with the BESIII detector at BEPCII and the branching fraction is measured to be B(J/ψ→Ξ(1530)−Ξˉ++c.c.)=(3.17±0.02stat.±0.08syst.)×10−4{\cal{B}}(J/ψ\toΞ(1530)^{-}\barΞ^{+}+c.c.)=(3.17\pm0.02_{\rm stat.}\pm0.08_{\rm syst.})\times10^{-4}. This is consistent with previous measurements with an improved precision. The angular parameter for this decay is measured for the first time and is found to be α=−0.21±0.04stat.±0.06syst.α=-0.21\pm0.04_{\rm stat.}\pm0.06_{\rm syst.}. In addition, we report evidence for the radiative decay Ξ(1530)−→γΞ−Ξ(1530)^{-}\toγΞ^- with a significance of 3.9σσ, including the systematic uncertainties. The 90\% confidence level upper limit on the branching fraction is determined to be B(Ξ(1530)−→γΞ−)≤3.7\mathcal{B}(Ξ(1530)^{-}\toγΞ^- )\leq3.7\%.

preprint2020arXiv

Measurement of proton electromagnetic form factors in e+e−→ppˉe^+e^- \to p\bar{p} in the energy region 2.00-3.08 GeV

The process of e+e−→ppˉe^+e^- \rightarrow p\bar{p} is studied at 22 center-of-mass energy points (s\sqrt{s}) from 2.00 to 3.08 GeV, exploiting 688.5~pb−1^{-1} of data collected with the BESIII detector operating at the BEPCII collider. The Born cross section~(σppˉσ_{p\bar{p}}) of e+e−→ppˉe^+e^- \rightarrow p\bar{p} is measured with the energy-scan technique and it is found to be consistent with previously published data, but with much improved accuracy. In addition, the electromagnetic form-factor ratio (∣GE/GM∣|G_{E}/G_{M}|) and the value of the effective (∣Geff∣|G_{\rm{eff}}|), electric (∣GE∣|G_E|) and magnetic (∣GM∣|G_M|) form factors are measured by studying the helicity angle of the proton at 16 center-of-mass energy points. ∣GE/GM∣|G_{E}/G_{M}| and ∣GM∣|G_M| are determined with high accuracy, providing uncertainties comparable to data in the space-like region, and ∣GE∣|G_E| is measured for the first time. We reach unprecedented accuracy, and precision results in the time-like region provide information to improve our understanding of the proton inner structure and to test theoretical models which depend on non-perturbative Quantum Chromodynamics.

preprint2020arXiv

Measurement of Singly Cabibbo-Suppressed Decays D→ωππD \to ωππ

Using 2.93 fb−1^{-1} of e+e−e^{+}e^{-} collision data taken at a center-of-mass energy of 3.773 GeV by the BESIII detector at the BEPCII, we measure the branching fractions of the singly Cabibbo-suppressed decays D→ωππD \to ωππ to be B(D0→ωπ+π−)=(1.33±0.16±0.12)×10−3\mathcal{B}(D^0 \to ωπ^+π^-) = (1.33 \pm 0.16 \pm 0.12)\times 10^{-3} and B(D+→ωπ+π0)=(3.87±0.83±0.25)×10−3\mathcal{B}(D^+ \to ωπ^+π^0) =(3.87 \pm 0.83 \pm 0.25)\times 10^{-3}, where the first uncertainties are statistical and the second ones systematic. The statistical significances are 12.9σ12.9σ and 7.7σ7.7 σ, respectively. The precision of B(D0→ωπ+π−)\mathcal{B}(D^0 \to ωπ^+π^-) is improved by a factor of 2.1 over the CLEO measurement, and B(D+→ωπ+π0)\mathcal{B}(D^+ \to ωπ^+π^0) is measured for the first time. No significant signal of B(D0→ωπ0π0)\mathcal{B}(D^0 \to ωπ^0π^0) is observed, and the upper limit on the branching fraction is B(D0→ωπ0π0)<1.10×10−3\mathcal{B}(D^0 \to ωπ^0π^0) < 1.10 \times 10^{-3} at the 90%90\% confidence level. The branching fractions of D→ηππD\to ηππ are also measured and consistent with existing results.

preprint2020arXiv

Measurement of the Born Cross Sections for e+e−→Ds+Ds1(2460)−+c.c.e^+e^-\to D_s^+ D_{s1}(2460)^- +c.c. and e+e−→Ds∗+Ds1(2460)−+c.c.e^+e^-\to D_s^{\ast +} D_{s1}(2460)^- +c.c.

The processes e+e−→Ds+Ds1(2460)−+c.c.e^+e^-\to D_s^+ D_{s1}(2460)^- +c.c. and e+e−→Ds∗+Ds1(2460)−+c.c.e^+e^-\to D_s^{\ast +} D_{s1}(2460)^- +c.c. are studied for the first time using data samples collected with the BESIII detector at the BEPCII collider. The Born cross sections of e+e−→Ds+Ds1(2460)−+c.c.e^+e^-\to D_s^+ D_{s1}(2460)^- +c.c. at nine center-of-mass energies between 4.467\,GeV and 4.600\,GeV and those of e+e−→Ds∗+Ds1(2460)−+c.c.e^+e^-\to D_s^{\ast +} D_{s1}(2460)^- +c.c. at s={\sqrt s}= 4.590\,GeV and 4.600\,GeV are measured. No obvious charmonium or charmonium-like structure is seen in the measured cross sections.

preprint2020arXiv

Measurement of the cross section for e+e−→Ξ−Ξˉ+e^{+}e^{-}\rightarrowΞ^{-}\barΞ^{+} and observation of an excited ΞΞ baryon

Using a total of 11.0 fb−1^{-1} of e+e−e^{+}e^{-} collision data with center-of-mass energies between 4.009 GeV and 4.6 GeV and collected with the BESIII detector at BEPCII, we measure fifteen exclusive cross sections and effective form factors for the process e+e−→Ξ−Ξˉ+e^{+}e^{-}\rightarrowΞ^{-}\barΞ^{+} by means of a single baryon-tag method. After performing a fit to the dressed cross section of e+e−→Ξ−Ξˉ+e^{+}e^{-}\rightarrowΞ^{-}\barΞ^{+}, no significant ψ(4230)ψ(4230) or ψ(4260)ψ(4260) resonance is observed in the Ξ−Ξˉ+Ξ^{-}\barΞ^{+} final states, and upper limits at the 90\% confidence level on ΓeeBΓ_{ee}\mathcal{B} for the processes ψ(4230)ψ(4230)/ψ(4260)→Ξ−Ξˉ+ψ(4260)\rightarrowΞ^{-}\barΞ^{+} are determined. In addition, an excited ΞΞ baryon at 1820 MeV/c2c^{2} is observed with a statistical significance of 6.2 ∼\sim 6.5σσ by including the systematic uncertainty, and the mass and width are measured to be M=(1825.5±4.7±4.7)M = (1825.5 \pm 4.7 \pm 4.7)~MeV/c2c^{2} and Γ=(17.0±15.0±7.9)Γ= (17.0 \pm 15.0 \pm 7.9)~MeV, which confirms the existence of the JP=32−J^{P}=\frac{3}{2}^{-} state Ξ(1820)Ξ(1820).

preprint2020arXiv

Model-independent determination of the relative strong-phase difference between D0D^0 and Dˉ0→KS,L0π+π−\bar{D}^0\rightarrow K^0_{S,L}π^+π^- and its impact on the measurement of the CKM angle γ/ϕ3γ/ϕ_3

Crucial inputs for a variety of CPCP-violation studies can be determined through the analysis of pairs of quantum-entangled neutral DD mesons, which are produced in the decay of the ψ(3770)ψ(3770) resonance. The relative strong-phase parameters between D0D^0 and Dˉ0\bar{D}^0 in the decays D0→KS,L0π+π−D^0\rightarrow K^0_{S,L}π^+π^- are studied using 2.93~fb−1{\rm fb}^{-1} of e+e−e^+e^- annihilation data delivered by the BEPCII collider and collected by the BESIII detector at a center-of-mass energy of 3.773 GeV. Results are presented in regions of the phase space of the decay. These are the most precise measurements to date of the strong-phase parameters in D→KS,L0π+π−D \to K_{S,L}^0π^+π^- decays. Using these parameters, the associated uncertainty on the Cabibbo-Kobayashi-Maskawa angle γ/ϕ3γ/ϕ_3 is expected to be between 0.7∘0.7^\circ and 1.2∘1.2^\circ, for an analysis using the decay B±→DK±B^{\pm}\rightarrow DK^{\pm}, D→KS0π+π−D\rightarrow K^0_Sπ^+π^-, where DD represents a superposition of D0D^0 and D0ˉ\bar{D^0} states. This is a factor of three smaller than that achievable with previous measurements. Furthermore, these results provide valuable input for charm-mixing studies, other measurements of CPCP violation, and the measurement of strong-phase parameters for other DD-decay modes.

preprint2020arXiv

Modular units and cuspidal divisor classes on X0(n2M)X_0(n^2M) with n∣24n|24 and MM squarefree

For a positive integer NN, let C(N)\mathscr C(N) be the subgroup of J0(N)J_0(N) generated by the equivalence classes of cuspidal divisors of degree 00 and C(N)(Q):=C(N)∩J0(N)(Q)\mathscr C(N)(\mathbb Q):=\mathscr C(N)\cap J_0(N)(\mathbb Q) be its Q\mathbb Q-rational subgroup. Let also CQ(N)\mathscr C_{\mathbb Q}(N) be the subgroup of C(N)(Q)\mathscr C(N)(\mathbb Q) generated by Q\mathbb Q-rational cuspidal divisors. We prove that when N=n2MN=n^2M for some integer nn dividing 2424 and some squarefree integer MM, the two groups C(N)(Q)\mathscr C(N)(\mathbb Q) and CQ(N)\mathscr C_{\mathbb Q}(N) are equal. To achieve this, we show that all modular units on X0(N)X_0(N) on such NN are products of functions of the form η(mτ+k/h)η(mτ+k/h), mh2∣Nmh^2|N and k∈Zk\in\mathbb Z and determine the necessary and sufficient conditions for products of such functions to be modular units on X0(N)X_0(N).

preprint2020arXiv

Moments of ranks and cranks, and Quotients of Eisenstein Series and the Dedekind Eta Function

Atkin and Garvan introduced the functions Nk(n)N_k(n) and Mk(n)M_k(n), which denote the kk-th moments of ranks and cranks in the theory of partitions. Let e2r(n)e_{2r}(n) be the nn-th Fourier coefficient of E2r(τ)/η(τ)E_{2r}(τ)/η(τ), where E2r(τ)E_{2r}(τ) is the classical Eisenstein series of weight 2r2r and η(τ)η(τ) is the Dedekind eta function. Via the theory of quasi-modular forms, we find that for k≤5k \leq 5, Nk(n)N_k(n) and Mk(n)M_k(n) can be expressed using e2r(n)e_{2r}(n) (2≤r≤k2\leq r \leq k), p(n)p(n) and N2(n)N_2(n). For k>5k>5, additional functions are required for such expressions. For r∈{2,3,4,5,7}r\in \{2, 3, 4, 5, 7\}, by studying the action of Hecke operators on E2r(τ)/η(τ)E_{2r}(τ)/η(τ), we provide explicit congruences modulo arbitrary powers of primes for e2r(n)e_{2r}(n). Moreover, for ℓ∈{5,7,11,13}\ell \in \{5, 7, 11, 13\} and any k≥1k\geq 1, we present uniform methods for finding nice representations for ∑n=0∞e2r(ℓkn+124)qn\sum_{n=0}^\infty e_{2r}\left(\frac{\ell^{k}n+1}{24}\right)q^n, which work for every r≥2r\geq 2. These representations allow us to prove congruences modulo powers of ℓ\ell, and we have done so for e4(n)e_4(n) and e6(n)e_6(n) as examples. Based on the congruences satisfied by e2r(n)e_{2r}(n), we establish congruences modulo arbitrary powers of ℓ\ell for the moments and symmetrized moments of ranks and cranks as well as higher order spt\mathrm{spt}-functions.

preprint2020arXiv

Observation of a resonant structure in e+e−→ωηe^{+}e^{-} \to ωη and another in e+e−→ωπ0e^{+}e^{-} \to ωπ^{0} at center-of-mass energies between 2.00 and 3.08 GeV

Born cross sections for the processes e+e−→ωηe^+e^- \to ωη and e+e−→ωπ0e^+e^- \to ωπ^{0} have been determined for center-of-mass energies between 2.00 and 3.08 GeV with the BESIII detector at the BEPCII collider. The results obtained in this work are consistent with previous measurements but with improved precision. Two resonant structures are observed. In the e+e−→ωηe^{+}e^{-} \to ωη cross sections, a resonance with a mass of (2179±21±3)MeV/c2(2179 \pm 21 \pm 3)\text{MeV}/c^2 and a width of (89±28±5)MeV(89 \pm 28 \pm 5)\text{MeV} is observed with a significance of 6.1σσ. Its properties are consistent with the ϕ(2170)ϕ(2170). In the e+e−→ωπ0e^{+}e^{-} \toωπ^{0} cross sections, a resonance denoted Y(2040)Y(2040) is observed with a significance of more than 10σσ. Its mass and width are determined to be (2034±13±9)MeV/c2(2034 \pm 13 \pm 9)\text{MeV}/c^2 and (234±30±25)MeV(234 \pm 30 \pm 25)\text{MeV}, respectively, where the first uncertainties are statistical and the second ones are systematic.

preprint2020arXiv

Observation of a structure in e+e−→ϕη′e^+e^- \to ϕη^{\prime} at s\sqrt{s} from 2.05 to 3.08 GeV

The process e+e−→ϕη′e^{+}e^{-} \to ϕη^{\prime} has been studied for the first time in detail using data sample collected with the BESIII detector at the BEPCII collider at center of mass energies from 2.05 to 3.08 GeV. A resonance with quantum numbers JPC=1−−J^{PC}=1^{--} is observed with mass MM = (2177.5 ±\pm 4.8 (stat) ±\pm 19.5 (syst)) MeV/c2{ \it{c}^{\mathrm{2}}} and width ΓΓ = (149.0 ±\pm 15.6 (stat) ±\pm 8.9 (syst)) MeV with a statistical significance larger than 10σσ. The observed structure could be identified with the ϕ(2170)ϕ(2170), then the ratio of partial width between the ϕη′ϕη^{\prime} by BESIII and ϕηϕη by BABAR is (BϕηRΓeeR)/(Bϕη′RΓeeR)\mathcal{B}^{R}_{ϕη}Γ^{R}_{ee})/{(\mathcal{B}^{R}_{ϕη^{\prime}}Γ^{R}_{ee})} = 0.23 ±\pm 0.10 (stat) ±\pm 0.18 (syst), which is smaller than the prediction of the ssˉgs\bar{s}g hybrid models by several orders of magnitude.

preprint2020arXiv

Observation of the Y(4220)Y(4220) and Y(4360)Y(4360) in the process e+e−→ηJ/ψe^{+}e^{-} \to ηJ/ψ

The cross sections of the process e+e−→ηJ/ψe^{+}e^{-} \to ηJ/ψ at center-of-mass energies (s\sqrt{s}) between 3.81 and 4.60 GeV are measured with high precision by using data samples collected with the BESIII detector operating at the BEPCII storage ring. Three structures are observed by analyzing the lineshape of the measured cross sections, and a maximum-likelihood fit including three resonances is performed by assuming the lowest lying structure is the ψ(4040)ψ(4040). For the other resonances, we obtain masses of (4218.7±4.0±2.5)(4218.7 \pm 4.0 \pm 2.5) and (4380.4±14.2±1.8)(4380.4 \pm 14.2 \pm 1.8) MeV/c2^{2} with corresponding widths of (82.5±5.9±0.5)(82.5 \pm 5.9 \pm 0.5) and (147.0±63.0±25.8)(147.0 \pm 63.0 \pm 25.8) MeV, respectively, where the first uncertainties are statistical and the second ones systematic. The measured resonant parameters are consistent with those of the Y(4220)Y(4220) and Y(4360)Y(4360) from pr evious measurements of different final states. For the first time, we observe the decays of the Y(4220)Y(4220) and Y(4360)Y(4360) into ηJ/ψηJ/ψ final states.

preprint2020arXiv

Partial wave analysis of ψ(3686)→K+K−ηψ(3686)\rightarrow K^{+}K^{-}η

Using a sample of (448.1±2.9)×106(448.1\pm2.9)\times10^6 ψ(3686)ψ(3686) events collected with the BESIII detector, we perform the first partial wave analysis of ψ(3686)→K+K−ηψ(3686)\rightarrow K^+K^-η. In addition to the well established states, ϕ(1020)ϕ(1020), ϕ(1680)ϕ(1680), and K3∗(1780)K_3^*(1780), contributions from X(1750)X(1750), ρ(2150)ρ(2150), ρ3(2250)ρ_3(2250), and K2∗(1980)K^*_2(1980) are also observed. The X(1750)X(1750) state is determined to be a 1−−1^{--} resonance. The simultaneous observation of the ϕ(1680)ϕ(1680) and X(1750)X(1750) indicates that the X(1750)X(1750), with previous observations in photoproduction, is distinct from the ϕ(1680)ϕ(1680). The masses, widths, branching fractions of ψ(3686)→K+K−ηψ(3686)\rightarrow K^+K^-η and the intermediate resonances are also measured.

preprint2020arXiv

Search for baryon and lepton number violating decays D+→Λˉ(Σˉ0)e+D^+\to\barΛ(\barΣ^0)e^+ and D+→Λ(Σ0)e+D^+\toΛ(Σ^0)e^+

Using a 2.93 fb−1^{-1} data sample of electron-positron collisions taken with the BESIII detector at a center-of-mass energy of 3.773 GeV, which corresponds to (8296±31±64)×103D+D−(8296\pm31\pm64)\times10^3 D^+D^- pairs, we search for the baryon and lepton number violating decays D+→Λˉ(Σˉ0)e+D^+\to\barΛ(\barΣ^0)e^+ and D+→Λ(Σ0)e+D^+\toΛ(Σ^0)e^+. No obvious signals are found with the current statistics and upper limits on the branching fractions of these four decays are set at the level of 10−610^{-6} at 90% confidence level.

preprint2020arXiv

Search for New Hadronic Decays of hch_c and Observation of hc→K+K−π+π−π0h_c\rightarrow K^{+}K^{-}π^{+}π^{-}π^{0}

Ten hadronic final states of the hch_c decays are investigated via the process ψ(3686)→π0hcψ(3686)\rightarrow π^0 h_c, using a data sample of (448.1±2.9)×106(448.1 \pm 2.9) \times 10^6 ψ(3686)ψ(3686) events collected with the BESIII detector. The decay channel hc→K+K−π+π−π0h_c\rightarrow K^{+}K^{-}π^{+}π^{-}π^{0} is observed for the first time with a significance of 6.0σ6.0 σ. The corresponding branching fraction is determined to be B(hc→K+K−π+π−π0)=(3.3±0.6±0.6)×10−3\mathcal{B}(h_c\rightarrow K^{+}K^{-}π^{+}π^{-}π^{0}) =(3.3 \pm 0.6 \pm 0.6)\times 10^{-3} (the first uncertainty is statistical and the second systematical). Evidence for the decays hc→π+π−π0ηh_c\rightarrow π^{+} π^{-} π^{0} η and hc→KS0K±π∓π+π−h_c\rightarrow K^{0}_{S}K^{\pm}π^{\mp}π^{+}π^{-} is found with a significance of 3.6σ3.6 σ and 3.8σ3.8 σ, respectively. The corresponding branching fractions (and upper limits) are obtained to be B(hc→π+π−π0η)=(7.2±1.8±1.3)×10−3\mathcal{B}(h_c\rightarrow π^{+} π^{-} π^{0} η) =(7.2 \pm 1.8 \pm 1.3)\times 10^{-3} (<1.8×10−2)(< 1.8 \times 10^{-2}) and B(hc→KS0K±π∓π+π−)=(2.8±0.9±0.5)×10−3\mathcal{B}(h_c\rightarrow K^{0}_{S}K^{\pm}π^{\mp}π^{+}π^{-}) =(2.8 \pm 0.9 \pm 0.5)\times 10^{-3} (<4.7×10−3)(<4.7\times 10^{-3}). Upper limits on the branching fractions for the final states hc→K+K−π0h_c \rightarrow K^{+}K^{-}π^{0}, K+K−ηK^{+}K^{-}η, K+K−π+π−ηK^{+}K^{-}π^{+}π^{-}η, 2(K+K−)π02(K^{+}K^{-})π^{0}, K+K−π0ηK^{+}K^{-}π^{0}η, KS0K±π∓K^{0}_{S}K^{\pm}π^{\mp}, and ppˉπ0π0p\bar{p}π^{0}π^{0} are determined at a confidence level of 90\%.

preprint2020arXiv

Search for the decay J/ψ→γ+invisibleJ/ψ\toγ+ \rm {invisible}

We search for J/ψJ/ψ radiative decays into a weakly interacting neutral particle, namely an invisible particle, using the J/ψJ/ψ produced through the process ψ(3686)→π+π−J/ψψ(3686)\toπ^+π^-J/ψ in a data sample of (448.1±2.9)×106(448.1\pm2.9)\times 10^6 ψ(3686)ψ(3686) decays collected by the BESIII detector at BEPCII. No significant signal is observed. Using a modified frequentist method, upper limits on the branching fractions are set under different assumptions of invisible particle masses up to 1.2  GeV/c2\mathrm{\ Ge\kern -0.1em V}/c^2. The upper limit corresponding to an invisible particle with zero mass is 7.0×10−7\times 10^{-7} at the 90\% confidence level.

preprint2020arXiv

Search for the semileptonic decay D0(+)→b1(1235)−(0)e+νeD^{0(+)}\to b_1(1235)^{-(0)} e^+ν_e

Using 2.93 fb−12.93~\mathrm{fb}^{-1} of e+e−e^+e^- annihilation data collected at a center-of-mass energy s=3.773\sqrt{s}=3.773 GeV with the BESIII detector operating at the BEPCII collider, we search for the semileptonic D0(+)D^{0(+)} decays into a b1(1235)−(0)b_1(1235)^{-(0)} axial-vector meson for the first time. No significant signal is observed for either charge combination. The upper limits on the product branching fractions are BD0→b1(1235)−e+νe⋅Bb1(1235)−→ωπ−<1.12×10−4{\mathcal B}_{D^0\to b_1(1235)^- e^+ν_e}\cdot {\mathcal B}_{b_1(1235)^-\to ωπ^-}<1.12\times 10^{-4} and BD+→b1(1235)0e+νe⋅Bb1(1235)0→ωπ0<1.75×10−4{\mathcal B}_{D^+\to b_1(1235)^0 e^+ν_e}\cdot {\mathcal B}_{b_1(1235)^0\to ωπ^0}<1.75\times 10^{-4} at the 90\% confidence level.

preprint2020arXiv

Study of e+e−→D+D−π+π−e^{+}e^{-} \to D^{+} D^{-} π^{+} π^{-} at center-of-mass energies from 4.36 to 4.60 GeV

We report a study of the e+e−→D+D−π+π−e^{+}e^{-} \to D^{+} D^{-} π^{+} π^{-} process using e+e−e^{+}e^{-} collision data samples with an integrated luminosity of 2.5 fb−12.5\,\rm{fb}^{-1} at center-of-mass energies from 4.36 to 4.60GeV4.60 \rm{GeV}, collected with the BESIII detector at the BEPCII storage ring. The D1(2420)+D_{1}(2420)^+ is observed in the D+π+π−D^{+} π^{+} π^{-} mass spectrum. The mass and width of the D1(2420)+D_{1}(2420)^+ are measured to be (2427.2±1.0stat.±1.2syst.)MeV/c2(2427.2\pm 1.0_{\rm stat.}\pm 1.2_{\rm syst.}) \rm{MeV}/c^2 and (23.2±2.3stat.±2.3syst.)MeV(23.2\pm 2.3_{\rm stat.} \pm2.3_{\rm syst.}) \rm{MeV}, respectively. The first errors are statistical and the second ones are systematic. In addition, the Born cross sections of the e+e−→D1(2420)+D−+c.c.→D+D−π+π−e^{+}e^{-} \to D_{1}(2420)^+D^- + c.c. \to D^{+} D^{-} π^{+} π^{-} and e+e−→ψ(3770)π+π−→D+D−π+π−e^{+}e^{-} \to ψ(3770) π^{+} π^{-} \to D^{+} D^{-} π^{+} π^{-} processes are measured as a function of the center-of-mass energy.

preprint2020arXiv

Study of BESIII Trigger Efficiencies with the 2018 J/ψJ/ψ Data

Using a dedicated data sample taken in 2018 on the J/ψJ/ψ peak, we perform a detailed study of the trigger efficiencies of the BESIII detector. The efficiencies are determined from three representative physics processes, namely Bhabha-scattering, dimuon production and generic hadronic events with charged particles. The combined efficiency of all active triggers approaches 100%100\% in most cases with uncertainties small enough as not to affect most physics analyses.

preprint2020arXiv

Study of open-charm decays and radiative transitions of the X(3872)

The processes X(3872)→D∗0D0ˉ+c.c., γJ/ψ, γψ(2S),X(3872)\to D^{*0}\bar{D^{0}}+c.c.,~γJ/ψ,~γψ(2S), and γD+D−γD^{+}D^{-} are searched for in a 9.0 fb−19.0~\rm fb^{-1} data sample collected at center-of-mass energies between 4.1784.178 and 4.2784.278 GeV with the BESIII detector. We observe X(3872)→D∗0D0ˉ+c.c.X(3872)\to D^{*0}\bar{D^{0}}+c.c. and find evidence for X(3872)→γJ/ψX(3872)\toγJ/ψ with statistical significances of 7.4σ7.4σ and 3.5σ3.5σ, respectively. No evident signals for X(3872)→γψ(2S)X(3872)\toγψ(2S) and γD+D−γD^{+}D^{-} are found, and upper limit on the relative branching ratio Rγψ≡B(X(3872)→γψ(2S))B(X(3872)→γJ/ψ)<0.59R_{γψ} \equiv\frac{\mathcal{B}(X(3872)\toγψ(2S))}{\mathcal{B}(X(3872)\toγJ/ψ)}<0.59 is set at 90%\% confidence level. Measurements of branching ratios relative to decay X(3872)→π+π−J/ψX(3872)\toπ^+π^- J/ψ are also reported for decays X(3872)→D∗0D0ˉ+c.c., γψ(2S), γJ/ψX(3872)\to D^{*0}\bar{D^{0}}+c.c., ~γψ(2S),~γJ/ψ, γD+D−γD^{+}D^{-}, as well as the non-D∗0Dˉ0D^{*0}\bar{D}^{0} three-body decays π0D0Dˉ0π^0 D^{0}\bar{D}^{0} and γD0Dˉ0γD^{0}\bar{D}^{0}.

preprint2020arXiv

Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs

Using FPGAs to accelerate ConvNets has attracted significant attention in recent years. However, FPGA accelerator design has not leveraged the latest progress of ConvNets. As a result, the key application characteristics such as frames-per-second (FPS) are ignored in favor of simply counting GOPs, and results on accuracy, which is critical to application success, are often not even reported. In this work, we adopt an algorithm-hardware co-design approach to develop a ConvNet accelerator called Synetgy and a novel ConvNet model called DiracDeltaNet†^{\dagger}. Both the accelerator and ConvNet are tailored to FPGA requirements. DiracDeltaNet, as the name suggests, is a ConvNet with only 1×11\times 1 convolutions while spatial convolutions are replaced by more efficient shift operations. DiracDeltaNet achieves competitive accuracy on ImageNet (88.7\% top-5), but with 42×\times fewer parameters and 48×\times fewer OPs than VGG16. We further quantize DiracDeltaNet's weights to 4-bit and activations to 4-bits, with less than 1\% accuracy loss. These quantizations exploit well the nature of FPGA hardware. In short, DiracDeltaNet's small model size, low computational OP count, low precision and simplified operators allow us to co-design a highly customized computing unit for an FPGA. We implement the computing units for DiracDeltaNet on an Ultra96 SoC system through high-level synthesis. Our accelerator's final top-5 accuracy of 88.1\% on ImageNet, is higher than all the previously reported embedded FPGA accelerators. In addition, the accelerator reaches an inference speed of 66.3 FPS on the ImageNet classification task, surpassing prior works with similar accuracy by at least 11.6×\times.

preprint2020arXiv

TAO Conceptual Design Report: A Precision Measurement of the Reactor Antineutrino Spectrum with Sub-percent Energy Resolution

The Taishan Antineutrino Observatory (TAO, also known as JUNO-TAO) is a satellite experiment of the Jiangmen Underground Neutrino Observatory (JUNO). A ton-level liquid scintillator detector will be placed at about 30 m from a core of the Taishan Nuclear Power Plant. The reactor antineutrino spectrum will be measured with sub-percent energy resolution, to provide a reference spectrum for future reactor neutrino experiments, and to provide a benchmark measurement to test nuclear databases. A spherical acrylic vessel containing 2.8 ton gadolinium-doped liquid scintillator will be viewed by 10 m^2 Silicon Photomultipliers (SiPMs) of >50% photon detection efficiency with almost full coverage. The photoelectron yield is about 4500 per MeV, an order higher than any existing large-scale liquid scintillator detectors. The detector operates at -50 degree C to lower the dark noise of SiPMs to an acceptable level. The detector will measure about 2000 reactor antineutrinos per day, and is designed to be well shielded from cosmogenic backgrounds and ambient radioactivities to have about 10% background-to-signal ratio. The experiment is expected to start operation in 2022.

preprint2020arXiv

The smallest parts function associated with ω(q)ω(q)

We establish two families of congruences modulo powers of 5 for the Fourier coefficients of (2E2(2τ)−E2(τ))η(2τ)−1(2E_2(2τ)-E_2(τ))η(2τ)^{-1}, where E2(τ)E_2(τ) is the weight 2 Eisenstein series and η(τ)η(τ) is the Dedekind eta function. This allows us to prove similar congruences for two smallest parts functions. The first function is sptω(n)\mathrm{spt}_ω(n), which was introduced by Andrews, Dixit and Yee and associated with Ramanujan/Watson's third order mock theta function ω(q)ω(q). The second one is sptC5(n)\mathrm{spt}_{C5}(n), which appeared in the work of Garvan and Jennings-Shaffer. Moreover, we confirm two conjectural congruences of Wang.

preprint2020arXiv

Water affects morphogenesis of growing aquatic plant leaves

Lotus leaves floating on water usually experience short-wavelength edge wrinkling that decays toward the center, while the leaves growing above water normally morph into a global bending cone shape with long rippled waves near the edge. Observations suggest that the underlying water (liquid substrate) significantly affects the morphogenesis of leaves. To understand the biophysical mechanism under such phenomena, we develop mathematical models that can effectively account for inhomogeneous differential growth of floating and free-standing leaves, to quantitatively predict formation and evolution of their morphology. We find, both theoretically and experimentally, that the short-wavelength buckled configuration is energetically favorable for growing membranes lying on liquid, while the global buckling shape is more preferable for suspended ones. Other influencing factors such as stem/vein, heterogeneity and dimension are also investigated. Our results provide a fundamental insight into a variety of plant morphogenesis affected by water foundation and suggest that such surface instabilities can be harnessed for morphology control of biomimetic deployable structures using substrate or edge actuation.

preprint2019arXiv

Observation of the decays χcJ→ϕϕηχ_{cJ} \to ϕϕη

Using a data sample of (448.1±2.9)×106(448.1\pm2.9)\times10^{6} ψ(3686)ψ(3686) decays collected by the BESIII detector at the Beijing Electron Positron Collider (BEPCII), we observe the decays χcJ→ϕϕη (J=0, 1, 2)χ_{cJ}\to ϕϕη~(J=0,~1,~2), where the χcJχ_{cJ} are produced via the radiative processes ψ(3686)→γχcJψ(3686)\toγχ_{cJ}. The branching fractions are measured to be B(χc0→ϕϕη)=(8.41±0.74±0.62)×10−4\mathcal B(χ_{c0}\toϕϕη)=(8.41\pm0.74\pm0.62)\times10^{-4}, B(χc1→ϕϕη)=(2.96±0.43±0.22)×10−4\mathcal B(χ_{c1}\toϕϕη)=(2.96\pm0.43\pm0.22)\times 10^{-4}, and B(χc2→ϕϕη)=(5.33±0.52±0.39)×10−4\mathcal B(χ_{c2} \to ϕϕη)=(5.33\pm0.52\pm0.39) \times 10^{-4}, where the first uncertainties are statistical and the second are systematic. We also search for intermediate states in the ϕϕϕϕ or ηϕηϕ combinations, but no significant structure is seen due to the limited statistics.

preprint2019arXiv

Search for the rare decay η′→π0π0π0π0η'\rightarrowπ^{0}π^{0}π^{0}π^{0} at BESIII

Based on a sample of 1.31 billion J/ψJ/ψ events collected with the BESIII detector, we perform a search for the rare decay η′→4π0η'\rightarrow 4π^{0} via J/ψ→γη′J/ψ\rightarrowγη'. No significant η′η' signal is observed in the invariant mass spectrum of 4π0π^{0}. With a Bayesian approach, the upper limit on the branching fraction of η′→4π0η'\rightarrow 4π^{0} is determined to be B(η′→4π0)\mathcal{B}(η'\rightarrow 4π^{0}) <4.94×10−5< 4.94\times10^{-5} at the 90\% confidence level, which is a factor of six smaller than the previous experimental limit.

preprint2016arXiv

A Time Projection Chamber with GEM-Based Readout

For the International Large Detector concept at the planned International Linear Collider, the use of time projection chambers (TPC) with micro-pattern gas detector readout as the main tracking detector is investigated. In this paper, results from a prototype TPC, placed in a 1 T solenoidal field and read out with three independent GEM-based readout modules, are reported. The TPC was exposed to a 6 GeV electron beam at the DESY II synchrotron. The efficiency for reconstructing hits, the measurement of the drift velocity, the space point resolution and the control of field inhomogeneities are presented.

preprint2016arXiv

Context-aware Natural Language Generation with Recurrent Neural Networks

This paper studied generating natural languages at particular contexts or situations. We proposed two novel approaches which encode the contexts into a continuous semantic representation and then decode the semantic representation into text sequences with recurrent neural networks. During decoding, the context information are attended through a gating mechanism, addressing the problem of long-range dependency caused by lengthy sequences. We evaluate the effectiveness of the proposed approaches on user review data, in which rich contexts are available and two informative contexts, sentiments and products, are selected for evaluation. Experiments show that the fake reviews generated by our approaches are very natural. Results of fake review detection with human judges show that more than 50\% of the fake reviews are misclassified as the real reviews, and more than 90\% are misclassified by existing state-of-the-art fake review detection algorithm.

preprint2016arXiv

Rational torsion on the generalized Jacobian of a modular curve with cuspidal modulus

We consider the generalized Jacobian J~0(N)\widetilde{J}_0(N) of a modular curve X0(N)X_0(N) with respect to a reduced divisor given by the sum of all cusps on it. When NN is a power of a prime ≥5\geq 5, we exhibit that the group of rational torsion points J~0(N)(Q)Tor\widetilde{J}_0(N)(\mathbb{Q})_{\mathrm{Tor}} tends to be much smaller than the classical Jacobian.

preprint2015arXiv

Neutrino Physics with JUNO

The Jiangmen Underground Neutrino Observatory (JUNO), a 20 kton multi-purpose underground liquid scintillator detector, was proposed with the determination of the neutrino mass hierarchy as a primary physics goal. It is also capable of observing neutrinos from terrestrial and extra-terrestrial sources, including supernova burst neutrinos, diffuse supernova neutrino background, geoneutrinos, atmospheric neutrinos, solar neutrinos, as well as exotic searches such as nucleon decays, dark matter, sterile neutrinos, etc. We present the physics motivations and the anticipated performance of the JUNO detector for various proposed measurements. By detecting reactor antineutrinos from two power plants at 53-km distance, JUNO will determine the neutrino mass hierarchy at a 3-4 sigma significance with six years of running. The measurement of antineutrino spectrum will also lead to the precise determination of three out of the six oscillation parameters to an accuracy of better than 1\%. Neutrino burst from a typical core-collapse supernova at 10 kpc would lead to ~5000 inverse-beta-decay events and ~2000 all-flavor neutrino-proton elastic scattering events in JUNO. Detection of DSNB would provide valuable information on the cosmic star-formation rate and the average core-collapsed neutrino energy spectrum. Geo-neutrinos can be detected in JUNO with a rate of ~400 events per year, significantly improving the statistics of existing geoneutrino samples. The JUNO detector is sensitive to several exotic searches, e.g. proton decay via the p→K++νˉp\to K^++\barν decay channel. The JUNO detector will provide a unique facility to address many outstanding crucial questions in particle and astrophysics. It holds the great potential for further advancing our quest to understanding the fundamental properties of neutrinos, one of the building blocks of our Universe.

preprint2015arXiv

Special values of hypergeometric functions and periods of CM elliptic curves

Let X06(1)/W6X_0^6(1)/W_6 be the Atkin-Lehner quotient of the Shimura curve X06(1)X_0^6(1) associated to a maximal order in an indefinite quaternion algebra of discriminant 66 over Q\mathbb Q. By realizing modular forms on X06(1)/W6X_0^6(1)/W_6 in two ways, one in terms of hypergeometric functions and the other in terms of Borcherds forms, and using Schofer's formula for values of Borcherds forms at CM-points, we obtain special values of certain hypergeometric functions in terms of periods of elliptic curves over $\overline\mathbb Q$ with complex multiplication.

preprint2013arXiv

Ramanujan-type identities for Shimura curves

In 1914, Ramanujan gave a list of 17 identities expressing 1/π1/π as linear combinations of values of hypergeometric functions at certain rational numbers. Since then, identities of similar nature have been discovered by many authors. Nowadays, one of the standard approaches to this kind of identities uses the theory of modular curves. In this paper, we will consider the case of Shimura curves and obtain Ramanujan-type formulas involving special values of hypergeometric functions and products of Gamma values. The product of Gamma values are related to periods of elliptic curves with complex multiplication by Q(\sqrt{-3}) and Q(\sqrt{-4}).

preprint2012arXiv

Computing modular equations for Shimura curves

In the classical setting, the modular equation of level NN for the modular curve X0(1)X_0(1) is the polynomial relation satisfied by j(τ)j(τ) and j(Nτ)j(Nτ), where j(τ)j(τ) is the standard elliptic jj-function. In this paper, we will describe a method to compute modular equations in the setting of Shimura curves. The main ingredient is the explicit method for computing Hecke operators on the spaces of modular forms on Shimura curves developed in [13].

preprint2011arXiv

Modular forms of half-integral weights on SL(2,Z)

In this paper, we prove that, for an integer rr with (r,6)=1(r,6)=1 and 0<r<240<r<24 and a nonnegative even integer ss, the set {η(24τ)^rf(24τ):f(τ)\in M_s(1)} is isomorphic to S_{r+2s-1}^{\text{new}}(6,-(\frac8r),-(\frac{12}r))\otimes(\frac{12}\cdot) as Hecke modules under the Shimura correspondence. Here Ms(1)M_s(1) denotes the space of modular forms of weight ss on Γ0(1)=SL(2,Z)Γ_0(1)=\mathrm{SL}(2,\Z), S2knew(6,ε2,ε3)S_{2k}^{\text{new}}(6,ε_2,ε_3) is the space of newforms of weight 2k2k on Γ0(6)Γ_0(6) that are eigenfunctions with eigenvalues ε2ε_2 and ε3ε_3 for Atkin-Lehner involutions W2W_2 and W3W_3, respectively, and the notation ⊗(12⋅)\otimes(\frac{12}\cdot) means the twist by the quadratic character 12⋅)\frac{12}\cdot). There is also an analogous result for the cases (r,6)=3(r,6)=3.

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