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Vivek Oommen — most-cited papers & profile · AI for Science
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Vivek Oommen
4
papers ·
146
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning two-phase microstructure evolution using neural operators and autoencoder architectures
2022 · 130 citations
From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning
2024 · 14 citations
Rethinking materials simulations: Blending direct numerical simulations with neural operators
2023 · 2 citations
Spectral bias in physics-informed and operator learning: Analysis and mitigation guidelines
2026
Top co-authors
George Em Karniadakis
· 2
Khemraj Shukla
· 2
Nazanin Ahmadi Daryakenari
· 2
Remi Dingreville
· 2
Alan John Varghese
· 1
Chenxi Wu
· 1
George Em Karniadakis
· 1
George Em Karniadakis
· 1
Juan Diego Toscano
· 1
Maxim Beekenkamp
· 1
Saaketh Desai
· 1
Siavash Khodakarami
· 1
Topics
Physics ML
Math & Equations
Materials