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Siddhartha Mishra — most-cited papers & profile · AI for Science
← authors
·
overview
Siddhartha Mishra
8
papers ·
73
citations ·
9
h-index
ETH Zurich
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Numerical analysis of physics-informed neural networks and related models in physics-informed machine learning
2024 · 39 citations
Generic bounds on the approximation error for physics-informed (and) operator learning
2022 · 29 citations
Finite basis physics-informed neural networks as a Schwarz domain decomposition method
2022 · 3 citations
HyPINO: Multi-Physics Neural Operators via HyperPINNs and the Method of Manufactured Solutions
2025
Universality of physical neural networks with multivariate nonlinearity
2025
Towards a Certificate of Trust: Task-Aware OOD Detection for Scientific AI
2025
A Multi-level procedure for enhancing accuracy of machine learning algorithms
2019
Top co-authors
Samuel Lanthaler
· 2
Tim De Ryck
· 2
Alexander Heinlein
· 1
and Ben Moseley
· 1
Benjamin Savinson
· 1
Bernd Bickel
· 1
Bogdan Raoni\'c
· 1
David J. Norris
· 1
Kjetil O. Lye
· 1
Michael A. Kraus
· 1
Michal Piovar\v{c}i
· 1
Rafael Bischof
· 1
Topics
Physics ML
Math & Equations
Materials
Climate & Weather
Medical AI