Siddhartha Mishra
发表
Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies
pdf
T. Konstantin Rusch,
Siddhartha Mishra,
Siddhartha Mishra,
2020,
ICLR.
Sarpras Swain,
Lopamudra Giri,
Soumya Jana,
2019,
2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
Siddhartha Mishra,
Roberto Molinaro,
2020,
ArXiv.
Siddhartha Mishra,
Siddhartha Mishra,
2019,
Proceedings of the International Congress of Mathematicians (ICM 2018).
Siddhartha Mishra,
Roberto Molinaro,
Kjetil O. Lye,
2019,
ArXiv.
T. Konstantin Rusch,
Siddhartha Mishra,
Siddhartha Mishra,
2020,
SIAM J. Numer. Anal..
Siddhartha Mishra,
Philippe G. LeFloch,
Jan Ernest,
2015,
SIAM J. Numer. Anal..
Deep Ray,
Siddhartha Mishra,
Tim De Ryck,
2019,
ArXiv.
Siddhartha Mishra,
Samuel Lanthaler,
Siddhartha Mishra,
2019,
Found. Comput. Math..
Estimates on the generalization error of Physics Informed Neural Networks (PINNs) for approximating PDEs
pdf
Siddhartha Mishra,
Roberto Molinaro,
2020,
ArXiv.
Siddhartha Mishra,
Jorge Macías,
Carlos Sánchez-Linares,
2016,
Journal of Mathematics in Industry.
Jonas Sukys,
Siddhartha Mishra,
Christoph Schwab,
2014,
J. Comput. Phys..
Siddhartha Mishra,
Carlos Parés-Pulido,
Samuel Lanthaler,
2019,
ArXiv.
Iterative Surrogate Model Optimization (ISMO): An active learning algorithm for PDE constrained optimization with deep neural networks
pdf
Deep Ray,
Siddhartha Mishra,
Kjetil O. Lye,
2020,
ArXiv.