Nat Trask
Associate Professor · School of Engineering and Applied Science · University of Pennsylvania
Quick answer: Nat Trask is Associate Professor at University of Pennsylvania. Nat Trask shows an active PhD hiring signal as of 2026-09-11.
⭐ We are looking for creative and mathematically-inclined PhD students, Postdocs, and Master students to join the team (see openings)!
Research interests
Machine learning methods grounded in the structure of physics and geometry; combining tools from geometric mechanics, exterior calculus, and variational modeling with modern AI architectures to create interpretable and reliable models for complex physical systems in high-consequence engineering settings; simulation, scientific discovery, and data-driven inference across multiscale and multiphysics domains including energy, material discovery, fusion, and soft matter; construction of learning frameworks that encode physical principles by construction in neural architectures so that models provide the stability, physical realizability, and performance guarantees that are crucial to traditional modeling and simulation but lacking in contemporary machine learned models.
Frequently asked questions
Is Nat Trask hiring PhD students at University of Pennsylvania?
Yes. As of 2026-09-11, Nat Trask's faculty page shows a PhD hiring signal: We are looking for creative and mathematically-inclined PhD students, Postdocs, and Master students to join the team (see openings)!.
What does Nat Trask research?
Machine learning methods grounded in the structure of physics and geometry; combining tools from geometric mechanics, exterior calculus, and variational modeling with modern AI architectures to create interpretable and reliable models for complex physical systems in high-consequence engineering sett
Data last updated: 2026-09-11 · Source: phd-match.com faculty database.
Is Nat Trask a match for your research?
Upload your CV and get matched to professors who fit — with hiring signals.
Start matching