Vivek Oommen
Scholar

Vivek Oommen

Google Scholar ID: JWbuVUcAAAAJ
Brown University
Scientific Machine LearningFluid MechanicsHeat TransferMaterial Science
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Citations & Impact
All-time
Citations
555
 
H-index
9
 
i10-index
9
 
Publications
17
 
Co-authors
26
list available
Contact
No contact links provided.
Publications
8 items
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
Integrating Neural Operators with Diffusion Models Improves Spectral Representation in Turbulence Modeling
arXiv.org · 2024
Cited
5
Resume (English only)
Co-authors
26 total
George Em Karniadakis
George Em Karniadakis
The Charles Pitts Robinson and John Palmer Barstow Professor of Applied Mathematics and Engineering
Ahmad Peyvan
Ahmad Peyvan
Research Assistant Professor, Brown University
Remi Dingreville
Remi Dingreville
Sandia National Laboratories
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