Vivek Oommen

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Lattice Boltzmann

Science Classroom

Scientific Knowledge

Top Venues

Eng. Appl. Artif. Intell.

J. Comput. Inf. Sci. Eng.

Publications

Khemraj Shukla, Vivek Oommen, Ahmad Peyvan, Michael Penwarden, Nicholas Plewacki, Luis Bravo, Anindya Ghoshal, Robert M. Kirby, George Em Karniadakis
Deep neural operators as accurate surrogates for shape optimization. Eng. Appl. Artif. Intell. 129 (2024)
Ahmad Peyvan, Vivek Oommen, Ameya D. Jagtap, George Em Karniadakis
RiemannONets: Interpretable Neural Operators for Riemann Problems. CoRR (2024)
Chenxi Wu, Alan John Varghese, Vivek Oommen, George Em Karniadakis
GPT vs Human for Scientific Reviews: A Dual Source Review on Applications of ChatGPT in Science. CoRR (2023)
Khemraj Shukla, Vivek Oommen, Ahmad Peyvan, Michael Penwarden, Luis Bravo, Anindya Ghoshal, Robert M. Kirby, George Em Karniadakis
Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils. CoRR (2023)
Vivek Oommen, Khemraj Shukla, Saaketh Desai, Rémi Dingreville, George Em Karniadakis
Rethinking materials simulations: Blending direct numerical simulations with neural operators. CoRR (2023)
Vivek Oommen, Khemraj Shukla, Somdatta Goswami, Rémi Dingreville, George Em Karniadakis
Learning two-phase microstructure evolution using neural operators and autoencoder architectures. CoRR (2022)
Vivek Oommen, Balaji Srinivasan
Solving Inverse Heat Transfer Problems Without Surrogate Models: A Fast, Data-Sparse, Physics Informed Neural Network Approach. J. Comput. Inf. Sci. Eng. 22 (4) (2022)