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Nathaniel Trask
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Nathaniel Trask17 visible / 17 total nodes / 40 links

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Related contextRelated contextRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipNathaniel TraskANathaniel TraskResearcherA meshfree exterior calculus for generalizable and data-efficient learning of physics from point cloudsWA meshfree exterior cal...preprint / 2026Benjamin D. ShafferABenjamin D. ShafferResearcherM. Ani HsiehAM. Ani HsiehResearcherBrooks KinchABrooks KinchResearcherUnsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discoveryWUnsupervised physics-in...preprint / 2022A conservative, consistent, and scalable meshfree mimetic methodWA conservative, consist...preprint / 2019A high-order staggered meshless method for elliptic problemsWA high-order staggered ...preprint / 2016A compatible high-order meshless method for the Stokes equations with applications to suspension flowsWA compatible high-order...preprint / 2016Machine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksphysics.comp-phTphysics.comp-ph4125 worksA unified, stable and accurate meshfree framework for peridynamic correspondence modeling. Part I: core methodsWA unified, stable and a...preprint / 2020A General-Purpose, Inelastic, Rotation-Free Kirchhoff-Love Shell Formulation for PeridynamicsWA General-Purpose, Inel...preprint / 2021Scalable algorithms for physics-informed neural and graph networksWScalable algorithms for...preprint / 2022Asymptotically compatible reproducing kernel collocation and meshfree integration for nonlocal diffusionWAsymptotically compatib...preprint / 2020Efficient optimization-based quadrature for variational discretization of nonlocal problemsWEfficient optimization-...preprint / 2022
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Nathaniel Trask

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PaperA meshfree exterior calculus for generalizable and data-efficient learning of physics from point cloudsAuthorship / preprint / 2026PersonBenjamin D. ShafferCo-authorship / ResearcherPersonM. Ani HsiehCo-authorship / ResearcherPersonBrooks KinchCo-authorship / ResearcherPaperUnsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discoveryAuthorship / preprint / 2022PaperA conservative, consistent, and scalable meshfree mimetic methodAuthorship / preprint / 2019PaperA high-order staggered meshless method for elliptic problemsAuthorship / preprint / 2016PaperA compatible high-order meshless method for the Stokes equations with applications to suspension flowsAuthorship / preprint / 2016

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