Siddhartha Mishra

Siddhartha Mishra

Eidgenössische Technische Hochschule ETH Zürich - Zurich / Switzerland
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 1078994
Swiss Federal Institute of Technology ETH Zurich
person_outline Siddhartha Mishra's MOST POPULAR ARTICLES
1-) Estimates on the generalization error of physics-informed neural networks for approximating a class of inverse problems for PDEs IMA Journal of Numerical Analysis 42 (2), 981-1022, 2022
2-) Arbitrarily high-order accurate entropy stable essentially nonoscillatory schemes for systems of conservation laws SIAM Journal on Numerical Analysis 50 (2), 544-573, 2012
3-) On universal approximation and error bounds for Fourier neural operators Journal of Machine Learning Research 22 (290), 1-76, 2021
4-) Error estimates for deeponets: A deep learning framework in infinite dimensions Transactions of Mathematics and Its Applications 6 (1), tnac001, 2022
5-) A survey on oversmoothing in graph neural networks arXiv preprint arXiv:2303.10993, 2023