David Sondak - RankMe

12 papers Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Recent Advances of NeuroDiffEq - An Open-Source Library for Physics-Informed Neural Networks. CoRR Shuheng Liu, Pavlos Protopapas, David Sondak, Feiyu Chen
2022	J	`jnl`	DEQGAN: Learning the Loss Function for PINNs with Generative Adversarial Networks. CoRR Blake Bullwinkel, Dylan Randle, Pavlos Protopapas, David Sondak
2021	J	`jnl`	Multi-Task Learning based Convolutional Models with Curriculum Learning for the Anisotropic Reynolds Stress Tensor in Turbulent Duct Flow. CoRR Haitz Sáez de Ocáriz Borde, David Sondak, Pavlos Protopapas
2021	J	`jnl`	Port-Hamiltonian Neural Networks for Learning Explicit Time-Dependent Dynamical Systems. CoRR Shaan Desai, Marios Mattheakis, David Sondak, Pavlos Protopapas, Stephen J. Roberts
2020	—	`conf`	Finding Multiple Solutions of ODEs with Neural Networks. AAAI Spring Symposium: MLPS Marco Di Giovanni, David Sondak, Pavlos Protopapas, Marco Brambilla
2020	J	`jnl`	Hamiltonian Neural Networks for solving differential equations. CoRR Marios Mattheakis, David Sondak, Akshunna S. Dogra, Pavlos Protopapas
2020	J	`jnl`	NeuroDiffEq: A Python package for solving differential equations with neural networks. J. Open Source Softw. Feiyu Chen, David Sondak, Pavlos Protopapas, Marios Mattheakis, Shuheng Liu, Devansh Agarwal, Marco Di Giovanni
2020	J	`jnl`	Solving Differential Equations Using Neural Network Solution Bundles. CoRR Cedric Flamant, Pavlos Protopapas, David Sondak
2020	J	`jnl`	Unsupervised Learning of Solutions to Differential Equations with Generative Adversarial Networks. CoRR Dylan Randle, Pavlos Protopapas, David Sondak
2019	J	`jnl`	Physical Symmetries Embedded in Neural Networks. CoRR Marios Mattheakis, Pavlos Protopapas, David Sondak, Marco Di Giovanni, Efthimios Kaxiras
2015	J	`jnl`	A new class of finite element variational multiscale turbulence models for incompressible magnetohydrodynamics. J. Comput. Phys. David Sondak, John N. Shadid, Assad A. Oberai, Roger P. Pawlowski, Eric C. Cyr, Thomas M. Smith
2009	—	`conf`	Optimal tuning of tokamak plasma equilibrium controllers in the presence of time delays. CCA/ISIC Eugenio Schuster, David Sondak, Reza Arastoo, Michael L. Walker, David A. Humphreys