David Sondak

NeuroDiffEq: A Python package for solving differential equations with neural networks

Feiyu Chen, David Sondak, Pavlos Protopapas et al. · The Journal of Open Source Software · 2020 · 115 citations · Full text

Computing, Computational Engineering, Physics +17

Hamiltonian neural networks for solving equations of motion

Marios Mattheakis, David Sondak, Akshunna S. Dogra et al. · Physical review. E · 2022 · 111 citations · Full text

Natural Sciences, Computer Science, Mathematics +17

Physical Symmetries Embedded in Neural Networks

Marios Mattheakis, Pavlos Protopapas, David Sondak et al. · arXiv (Cornell University) · 2019 · 61 citations · Full text

Computing, Computer Science, Physics +15

Neural network models for the anisotropic Reynolds stress tensor in turbulent channel flow

Rui Fang, David Sondak, Pavlos Protopapas et al. · Journal of Turbulence · 2019 · 57 citations · Full text

Natural Sciences, Mechanical Engineering, Physics +17

Port-Hamiltonian neural networks for learning explicit time-dependent dynamical systems

Shaan Desai, Marios Mattheakis, David Sondak et al. · Physical review. E · 2021 · 45 citations · Full text

Natural Sciences, Autonomous Systems, Physics +17