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Pavlos Protopapas
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Pavlos Protopapas16 visible / 16 total nodes / 25 links

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Co-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalPavlos ProtopapasAPavlos ProtopapasResearcherChebyshev-Augmented One-Shot Transfer Learning for PINNs on Nonlinear Differential EquationsWChebyshev-Augmented One...preprint / 2026Gradient Scaling Effects in Adaptive Spectral PINNs for Stiff Nonlinear ODEsWGradient Scaling Effect...preprint / 2026Isabela M. YepesAIsabela M. YepesResearcherYiqi RaoAYiqi RaoResearcherMachine LearningTMachine Learning49008 worksA Novel, Fully Automated Pipeline for Period Estimation in the EROS 2 Data SetWA Novel, Fully Automate...preprint / 2014Possible solution of the Coriolis attenuation problemWPossible solution of th...preprint / 1996The expansion rate of the intermediate Universe in light of PlanckWThe expansion rate of t...preprint / 2014Improving Astronomical Time-series Classification via Data Augmentation with Generative Adversarial NetworksWImproving Astronomical ...preprint / 2022Unsupervised Learning of Solutions to Differential Equations with Generative Adversarial NetworksWUnsupervised Learning o...preprint / 2020Solving Differential Equations Using Neural Network Solution BundlesWSolving Differential Eq...preprint / 2020An Information Theory Approach on Deciding Spectroscopic Follow UpsWAn Information Theory A...preprint / 2019A Bayesian approach to the analysis of time symmetry in light curves: Reconsidering Scorpius X-1 occultationsWA Bayesian approach to ...preprint / 2009A Search for Occultations of Bright Stars by Small Kuiper Belt Objects using Megacam on the MMTWA Search for Occultatio...preprint / 2009Semi-parametric Robust Event Detection for Massive Time-Domain DatabasesWSemi-parametric Robust ...preprint / 2013
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Pavlos Protopapas

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PaperChebyshev-Augmented One-Shot Transfer Learning for PINNs on Nonlinear Differential EquationsAuthorship / preprint / 2026PaperGradient Scaling Effects in Adaptive Spectral PINNs for Stiff Nonlinear ODEsAuthorship / preprint / 2026PersonIsabela M. YepesCo-authorship / ResearcherPersonYiqi RaoCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksPaperA Novel, Fully Automated Pipeline for Period Estimation in the EROS 2 Data SetAuthorship / preprint / 2014PaperPossible solution of the Coriolis attenuation problemAuthorship / preprint / 1996PaperThe expansion rate of the intermediate Universe in light of PlanckAuthorship / preprint / 2014

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