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Zachary Weller-Davies
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Zachary Weller-Davies14 visible / 14 total nodes / 47 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipZachary Weller-DaviesAZachary Weller-DaviesResearcherForce-Aware Neural Tangent Kernels for Scalable and Robust Active Learning of MLIPsWForce-Aware Neural Tang...preprint / 2026Pretrained Model Representations as Acquisition Signals for Active Learning of MLIPsWPretrained Model Repres...preprint / 2026Eszter Varga-UmbrichAEszter Varga-UmbrichResearcherPaul DuckworthAPaul DuckworthResearcherJules TillyAJules TillyResearcherOlivier PeltreAOlivier PeltreResearcherShikha SuranaAShikha SuranaResearcherMachine LearningTMachine Learning49008 worksphysics.chem-phTphysics.chem-ph3385 worksThe constraints of post-quantum classical gravityWThe constraints of post...preprint / 2022Objective trajectories in hybrid classical-quantum dynamicsWObjective trajectories ...preprint / 2023Lorentzian threads as 'gatelines' and holographic complexityWLorentzian threads as '...preprint / 2021Sewing spacetime with Lorentzian threads: complexity and the emergence of time in quantum gravityWSewing spacetime with L...preprint / 2022
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Zachary Weller-Davies

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PaperForce-Aware Neural Tangent Kernels for Scalable and Robust Active Learning of MLIPsAuthorship / preprint / 2026PaperPretrained Model Representations as Acquisition Signals for Active Learning of MLIPsAuthorship / preprint / 2026PersonEszter Varga-UmbrichCo-authorship / ResearcherPersonPaul DuckworthCo-authorship / ResearcherPersonJules TillyCo-authorship / ResearcherPersonOlivier PeltreCo-authorship / ResearcherPersonShikha SuranaCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 works

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