Nathaniel Trask
Scholar

Nathaniel Trask

Google Scholar ID: 6iLMZkwAAAAJ
University of Pennsylvania
Scientific machine learningphysics compatible discretizationmeshless methodsmultiphysics
Google Scholar↗
Citations & Impact
All-time
Citations
2,051
 
H-index
26
 
i10-index
41
 
Publications
20
 
Co-authors
67
list available
Contact
No contact links provided.
Publications
7 items
Structure-Preserving Learning Improves Geometry Generalization in Neural PDEs
2026
Cited
0
Multi-robot Multi-source Localization in Complex Flows with Physics-Preserving Environment Models
2025
Cited
0
Physics-informed sensor coverage through structure preserving machine learning
2025
Cited
0
Data-driven particle dynamics: Structure-preserving coarse-graining for emergent behavior in non-equilibrium systems
2025
Cited
0
Structure-Preserving Digital Twins via Conditional Neural Whitney Forms
2025
Cited
0
Discovery of Probabilistic Dirichlet-to-Neumann Maps on Graphs
2025
Cited
0
Efficiently Parameterized Neural Metriplectic Systems
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
67 total
Ravi G Patel
Ravi G Patel
Scientist, Sandia National Labs
Kookjin Lee
Kookjin Lee
Arizona State University
Eric C. Cyr
Eric C. Cyr
Computational Mathematics Department, Sandia National Laboratories
Pavel Bochev
Pavel Bochev
Distinguished Member of technical Staff, Sandia National Laboratories
Paul Kuberry
Paul Kuberry
Sandia National Laboratories
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Co-author 8
Co-author 8