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Vivek Oommen

Identifiers

  • name variant Vivek Oommen 0.60 · backfill

Papers (13)

  1. Learning Turbulent Flows with Generative Models: Super-resolution, Forecasting, and Sparse Flow Reconstruction physics.flu-dyn · 2025 · author #1
  2. Equilibrium Conserving Neural Operators for Super-Resolution Learning cs.LG · 2025 · author #1
  3. Mitigating Spectral Bias in Neural Operators via High-Frequency Scaling for Physical Systems cs.LG · 2025 · author #2
  4. XAI4Extremes: An interpretable machine learning framework for understanding extreme-weather precursors under climate change cs.LG · 2025 · author #3
  5. From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning cs.LG · 2024 · author #2
  6. Integrating Neural Operators with Diffusion Models Improves Spectral Representation in Turbulence Modeling cs.LG · 2024 · author #1
  7. Deep operator learning-based surrogate models for aerothermodynamic analysis of AEDC hypersonic waverider physics.flu-dyn · 2024 · author #4
  8. RiemannONets: Interpretable Neural Operators for Riemann Problems cs.LG · 2024 · author #2
  9. Rethinking materials simulations: Blending direct numerical simulations with neural operators cs.LG · 2023 · author #1
  10. GPT vs Human for Scientific Reviews: A Dual Source Review on Applications of ChatGPT in Science cs.CL · 2023 · author #3
  11. Real-time Inference and Extrapolation via a Diffusion-inspired Temporal Transformer Operator (DiTTO) cs.LG · 2023 · author #2
  12. Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils physics.flu-dyn · 2023 · author #2
  13. Learning two-phase microstructure evolution using neural operators and autoencoder architectures cond-mat.mtrl-sci · 2022 · author #1

Mentions

  • 2509.08752 #1 · arxiv_oai · confidence 0.70 Vivek Oommen
  • 2504.13422 #1 · arxiv_oai · confidence 0.70 Vivek Oommen
  • 2503.13695 #2 · arxiv_oai · confidence 0.70 Vivek Oommen
  • 2503.08163 #3 · arxiv_oai · confidence 0.70 Vivek Oommen
  • 2409.08477 #1 · arxiv_oai · confidence 0.70 Vivek Oommen
  • 2410.13228 #2 · arxiv_oai · confidence 0.70 Vivek Oommen
  • 2405.13234 #4 · arxiv_oai · confidence 0.70 Vivek Oommen
  • 2401.08886 #2 · arxiv_oai · confidence 0.70 Vivek Oommen
  • 2312.05410 #1 · arxiv_oai · confidence 0.70 Vivek Oommen
  • 2307.09072 #2 · arxiv_oai · confidence 0.70 Vivek Oommen
  • 2312.03769 #3 · arxiv_oai · confidence 0.70 Vivek Oommen
  • 2302.00807 #2 · arxiv_oai · confidence 0.70 Vivek Oommen
  • 2204.07230 #1 · arxiv_oai · confidence 0.70 Vivek Oommen

Frequent Coauthors