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Vivek Oommen
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Learning two-phase microstructure evolution using neural operators and autoencoder architectures
V Oommen, K Shukla, S Goswami, R Dingreville, GE Karniadakis
npj Computational Materials 8 (1), 190, 2022
1072022
Deep neural operators as accurate surrogates for shape optimization
K Shukla, V Oommen, A Peyvan, M Penwarden, N Plewacki, L Bravo, ...
Engineering Applications of Artificial Intelligence 129, 107615, 2024
57*2024
Solving inverse heat transfer problems without surrogate models: A fast, data-sparse, physics informed neural network approach
V Oommen, B Srinivasan
Journal of Computing and Information Science in Engineering 22 (4), 041012, 2022
402022
Real-time inference and extrapolation via a diffusion-inspired temporal transformer operator (DiTTO)
O Ovadia, V Oommen, A Kahana, A Peyvan, E Turkel, GE Karniadakis
arXiv preprint arXiv:2307.09072 v2, 2023
23*2023
RiemannONets: Interpretable neural operators for Riemann problems
A Peyvan, V Oommen, AD Jagtap, GE Karniadakis
Computer Methods in Applied Mechanics and Engineering 426, 116996, 2024
222024
From pinns to pikans: Recent advances in physics-informed machine learning
JD Toscano, V Oommen, AJ Varghese, Z Zou, NA Daryakenari, C Wu, ...
arXiv preprint arXiv:2410.13228, 2024
122024
Rethinking materials simulations: Blending direct numerical simulations with neural operators
V Oommen, K Shukla, S Desai, R Dingreville, GE Karniadakis
npj Computational Materials 10 (1), 145, 2024
102024
Integrating neural operators with diffusion models improves spectral representation in turbulence modeling
V Oommen, A Bora, Z Zhang, GE Karniadakis
arXiv preprint arXiv:2409.08477, 2024
72024
Deep operator learning-based surrogate models for aerothermodynamic analysis of AEDC hypersonic waverider
K Shukla, J Ratchford, L Bravo, V Oommen, N Plewacki, A Ghoshal, ...
arXiv preprint arXiv:2405.13234, 2024
12024
GPT vs Human for Scientific Reviews: A Dual Source Review on Applications of ChatGPT in Science
C Wu, AJ Varghese, V Oommen, GE Karniadakis
Journal of Machine Learning for Modeling and Computing, 2023
2023
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