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Nathaniel Trask

Identifiers

  • name variant Nathaniel Trask 0.60 · backfill

Papers (39)

  1. Structure-Preserving Neural Surrogates with Tractable Uncertainty Quantification cs.LG · 2026 · author #5
  2. Neural Navigation Functions for Zero-Shot Generalizable Motion Planning cs.RO · 2026 · author #4
  3. A meshfree exterior calculus for generalizable and data-efficient learning of physics from point clouds cs.LG · 2026 · author #4
  4. A Hybridizable Neural Time Integrator for Stable Autoregressive Forecasting cs.LG · 2026 · author #9
  5. Structure-Preserving Learning Improves Geometry Generalization in Neural PDEs cs.LG · 2026 · author #5
  6. Physics-informed sensor coverage through structure preserving machine learning cs.LG · 2025 · author #5
  7. Structure-Preserving Digital Twins via Conditional Neural Whitney Forms cs.LG · 2025 · author #6
  8. Gaussian Variational Schemes on Bounded and Unbounded Domains math.NA · 2024 · author #4
  9. A Structure-Preserving Domain Decomposition Method for Data-Driven Modeling math.NA · 2024 · author #4
  10. Efficiently Parameterized Neural Metriplectic Systems cs.LG · 2024 · author #5
  11. Graph Convolutions Enrich the Self-Attention in Transformers! cs.LG · 2023 · author #6
  12. Causal disentanglement of multimodal data cs.LG · 2023 · author #4
  13. Reversible and irreversible bracket-based dynamics for deep graph neural networks cs.LG · 2023 · author #3
  14. Probabilistic partition of unity networks for high-dimensional regression problems cs.LG · 2022 · author #2
  15. Parameter-varying neural ordinary differential equations with partition-of-unity networks cs.LG · 2022 · author #2
  16. A Stable Mimetic Finite-Difference Method for Convection-Dominated Diffusion Equations math.NA · 2022 · author #5
  17. Scalable algorithms for physics-informed neural and graph networks cs.LG · 2022 · author #3
  18. Unsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discovery cs.LG · 2022 · author #1
  19. Efficient optimization-based quadrature for variational discretization of nonlocal problems math.NA · 2022 · author #5
  20. Entropy stable discontinuous Galerkin methods for the shallow water equations with subcell positivity preservation math.NA · 2021 · author #2
  21. Polynomial-Spline Neural Networks with Exact Integrals cs.LG · 2021 · author #3
  22. Structure-preserving Sparse Identification of Nonlinear Dynamics for Data-driven Modeling cs.LG · 2021 · author #2
  23. Coupling of IGA and Peridynamics for Air-Blast Fluid-Structure Interaction Using an Immersed Approach math.NA · 2021 · author #3
  24. A General-Purpose, Inelastic, Rotation-Free Kirchhoff-Love Shell Formulation for Peridynamics math.NA · 2021 · author #3
  25. An asymptotically compatible treatment of traction loading in linearly elastic peridynamic fracture math.NA · 2021 · author #3
  26. Enforcing exact physics in scientific machine learning: a data-driven exterior calculus on graphs math.NA · 2020 · author #1
  27. Data-driven learning of robust nonlocal physics from high-fidelity synthetic data math.OC · 2020 · author #3
  28. A unified, stable and accurate meshfree framework for peridynamic correspondence modeling. Part I: core methods math.NA · 2020 · author #2
  29. GMLS-Nets: A framework for learning from unstructured data cs.LG · 2019 · author #1
  30. An Asymptotically Compatible Approach For Neumann-Type Boundary Condition On Nonlocal Problems math.AP · 2019 · author #3
  31. Asymptotically compatible reproducing kernel collocation and meshfree integration for nonlocal diffusion math.NA · 2019 · author #3
  32. A conservative, consistent, and scalable meshfree mimetic method math.NA · 2019 · author #1
  33. Asymptotically compatible meshfree discretization of state-based peridynamics for linearly elastic composite materials math.NA · 2019 · author #1
  34. A spatially adaptive high-order meshless method for fluid-structure interactions physics.comp-ph · 2019 · author #2
  35. Constrained particle-mesh projections in a hybridized discontinuous Galerkin framework with applications to advection-dominated flows math.NA · 2018 · author #3
  36. Stochastic Discontinuous Galerkin Methods (SDGM) Based on Fluctuation-Dissipation Balance math.NA · 2018 · author #2
  37. An asymptotically compatible meshfree quadrature rule for non-local problems with applications to peridynamics math.NA · 2018 · author #1
  38. A compatible high-order meshless method for the Stokes equations with applications to suspension flows math.NA · 2016 · author #1
  39. A high-order staggered meshless method for elliptic problems math.NA · 2016 · author #1

Mentions

  • 2509.10363 #5 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2508.06981 #6 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2405.16305 #5 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2312.04234 #6 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2410.06219 #4 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2406.05571 #4 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2305.15616 #3 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2310.18471 #4 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2210.02694 #2 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2208.04169 #5 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 1909.05371 #1 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2210.00368 #2 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2201.12391 #5 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2205.08332 #3 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2202.03242 #1 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2107.13062 #3 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2112.07749 #2 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2110.14055 #3 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2109.05364 #2 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2108.11265 #3 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2101.01434 #3 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2005.10076 #3 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2012.11799 #1 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 1907.12031 #3 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2004.11477 #2 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 1908.03853 #3 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 1902.00093 #2 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2606.11650 #5 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2602.02788 #5 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 1903.04621 #1 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 1903.00383 #1 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 1806.09916 #3 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 1806.04317 #2 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 1801.04488 #1 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 1611.03911 #1 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 1610.06203 #1 · arxiv_oai · confidence 0.70 Nathaniel Trask
  • 2606.03756 #4 · arxiv_oai · confidence 0.70 Nathaniel Trask

Frequent Coauthors