Concepedia
Statistics
Publications
9
Citations
550
H-Index
Active since
2022
Affiliations
Brown University(Current)
Center for Integrated Nanotechnologies
Sandia National Laboratories
Vivek Oommen is an author at Brown University specializing in machine learning, deep learning, and computer science.
Publications per year
2022–2025
From PINNs to PIKANs: recent advances in physics-informed machine learning
Juan Diego Toscano, Vivek Oommen, Alan John Varghese et al. · Machine learning for computational science and engineering · 2025 · 166 citations
Computing, Computer Science, Physics +13
Learning two-phase microstructure evolution using neural operators and autoencoder architectures
Vivek Oommen, Khemraj Shukla, Somdatta Goswami et al. · npj Computational Materials · 2022 · 138 citations · Full text
Natural Sciences, Computer Science, Materials Science +15
Deep neural operators as accurate surrogates for shape optimization
Khemraj Shukla, Vivek Oommen, Ahmad Peyvan et al. · Engineering Applications of Artificial Intelligence · 2023 · 79 citations
Computing, Computer Science, Mathematics +10
Solving Inverse Heat Transfer Problems Without Surrogate Models: A Fast, Data-Sparse, Physics Informed Neural Network Approach
Vivek Oommen, Balaji Srinivasan · Journal of Computing and Information Science in Engineering · 2022 · 57 citations
Computing, Computer Science, Physics +17
Rethinking materials simulations: Blending direct numerical simulations with neural operators
Vivek Oommen, Khemraj Shukla, Saaketh Desai et al. · npj Computational Materials · 2024 · 35 citations · Full text
Natural Sciences, Materials Engineering, Materials Science +16
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