ML Anthology
Authors
Search
About
Chandra, Abhishek
3 publications
ICLR
2026
Fast Training of Accurate Physics-Informed Neural Networks Without Gradient Descent
Chinmay Datar
,
Taniya Kapoor
,
Abhishek Chandra
,
Qing Sun
,
Erik Lien Bolager
,
Iryna Burak
,
Anna Veselovska
,
Massimo Fornasier
,
Felix Dietrich
AAAI
2024
Neural Oscillators for Generalization of Physics-Informed Machine Learning
Taniya Kapoor
,
Abhishek Chandra
,
Daniel M. Tartakovsky
,
Hongrui Wang
,
Alfredo Núñez
,
Rolf P. B. J. Dollevoet
NeurIPSW
2023
Neural Oscillators for Generalizing Parametric PDEs
Taniya Kapoor
,
Abhishek Chandra
,
Daniel Tartakovsky
,
Hongrui Wang
,
Alfredo Núñez
,
Rolf Dollevoet