Scholar
Vivek Oommen
Google Scholar ID: JWbuVUcAAAAJ
Brown University
Scientific Machine Learning
Fluid Mechanics
Heat Transfer
Material Science
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Citations & Impact
All-time
Citations
555
H-index
9
i10-index
9
Publications
17
Co-authors
26
list available
Publications
9 items
Beyond Compression: Training Latent Representations for Stable Long-Horizon Rollout in Neural Surrogate Solvers
2026
Cited
0
Spectral bias in physics-informed and operator learning: Analysis and mitigation guidelines
2026
Cited
0
Importance of localized dilatation and distensibility in identifying determinants of thoracic aortic aneurysm with neural operators
2025
Cited
0
A Variational Framework for Residual-Based Adaptivity in Neural PDE Solvers and Operator Learning
2025
Cited
0
Learning Turbulent Flows with Generative Models: Super-resolution, Forecasting, and Sparse Flow Reconstruction
2025
Cited
0
Equilibrium Conserving Neural Operators for Super-Resolution Learning
2025
Cited
0
Mitigating Spectral Bias in Neural Operators via High-Frequency Scaling for Physical Systems
2025
Cited
0
XAI4Extremes: An interpretable machine learning framework for understanding extreme-weather precursors under climate change
2025
Cited
0
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Co-authors
9 total
George Em Karniadakis
The Charles Pitts Robinson and John Palmer Barstow Professor of Applied Mathematics and Engineering
Ahmad Peyvan
Research Assistant Professor, Brown University
Remi Dingreville
Sandia National Laboratories
Robert M. Kirby OR R.M. Kirby
School of Computing, University of Utah
Michael Penwarden
Senior Member of Technical Staff at Sandia National Laboratories
Eli Turkel
Professor of Mathematics, Tel Aviv University
Somdatta Goswami
Assistant Professor, Civil and Systems Engineering, Johns Hopkins University
Zongren Zou
Postdoc at California Institute of Technology
