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 | 19 | 2022 |
A comprehensive spatial-temporal infection model H Ramaswamy, AA Oberai, YC Yortsos Chemical engineering science 233, 116347, 2021 | 14 | 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 | 6 | 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 | 5 | 2023 |
Impurity Gas Detection for SNF Canisters Using Probabilistic Deep Learning and Acoustic Sensing B Zhuang, B Gencturk, AA Oberai, H Ramaswamy, R Meyer, A Sinkov, ... Measurement Science and Technology, 2024 | 1 | 2024 |
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 |
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 |
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, 0 | 1 | |
Conditional score-based diffusion models for solving inverse problems in mechanics A Dasgupta, H Ramaswamy, JM Esandi, K Foo, R Li, Q Zhou, B Kennedy, ... arXiv preprint arXiv:2406.13154, 2024 | | 2024 |
Understanding the R0 of Epidemics H Ramaswamy, AA Oberai, M Luhar, YC Yortsos XLII Ibero-Latin American Congress on Computational Methods in Engineering 3 …, 2021 | | 2021 |