Vivek Oommen

Orcid: 0000-0003-4363-6896

According to our database1, Vivek Oommen authored at least 9 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2022
2023
2024
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1
2
3
4
5
4
3
2

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Deep neural operators as accurate surrogates for shape optimization.
Eng. Appl. Artif. Intell., 2024

From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning.
CoRR, 2024

Integrating Neural Operators with Diffusion Models Improves Spectral Representation in Turbulence Modeling.
CoRR, 2024

RiemannONets: Interpretable Neural Operators for Riemann Problems.
CoRR, 2024

2023
Rethinking materials simulations: Blending direct numerical simulations with neural operators.
CoRR, 2023

GPT vs Human for Scientific Reviews: A Dual Source Review on Applications of ChatGPT in Science.
CoRR, 2023

Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils.
CoRR, 2023

2022
Solving Inverse Heat Transfer Problems Without Surrogate Models: A Fast, Data-Sparse, Physics Informed Neural Network Approach.
J. Comput. Inf. Sci. Eng., 2022

Learning two-phase microstructure evolution using neural operators and autoencoder architectures.
CoRR, 2022


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