The efficacy and generalizability of conditional GANs for posterior inference in physics-based inverse problems D Ray, H Ramaswamy, DV Patel, AA Oberai arXiv preprint arXiv:2202.07773, 2022 | 15 | 2022 |
A comprehensive spatial-temporal infection model H Ramaswamy, AA Oberai, YC Yortsos Chemical engineering science 233, 116347, 2021 | 12 | 2021 |
Bayesian inference in physics-driven problems with adversarial priors DV Patel, D Ray, H Ramaswamy, A Oberai NeurIPS 2020 Workshop on Deep Learning and Inverse Problems, 2020 | 4 | 2020 |
Impurity gas monitoring using ultrasonic sensing and neural networks: forward and inverse problems B Zhuang, B Gencturk, A Oberai, H Ramaswamy, R Meyer Measurement 223, 113822, 2023 | 3 | 2023 |
Development and experimental verification of an active noise cancellation (ANC) method for non-invasive sensing B Zhuang, B Gencturk, I Asareh, A Oberai, H Ramaswamy, R Meyer, ... Mechanical Systems and Signal Processing 196, 110330, 2023 | 1 | 2023 |
Surface Profile Accuracy of Deployable Mesh Reflectors Based on Focal Offset SS Siddesh, R Harisankar, GK Ananthasuresh Machines, Mechanism and Robotics: Proceedings of iNaCoMM 2019, 1355-1365, 2022 | 1 | 2022 |
Efficient posterior inference & generalization in physics-based Bayesian inference with conditional GANs D Ray, DV Patel, H Ramaswamy, A Oberai NeurIPS 2021 Workshop on Deep Learning and Inverse Problems, 2021 | 1 | 2021 |
Material parameter optimization for interior and exterior fluid‐structure acoustic problems H Ramaswamy, S Dey, AA Oberai International Journal for Numerical Methods in Engineering 121 (24), 5568-5589, 2020 | 1 | 2020 |
Impurity Gas Detection for SNF Canisters Using Probabilistic Deep Learning and Acoustic Sensing B Zhuang, B Gencturk, A Oberai, H Ramaswamy, R Meyer, A Sinkov, ... Available at SSRN 4675917, 0 | | |