| Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty D Ray, J Murgoitio-Esandi, A Dasgupta, AA Oberai Computer Methods in Applied Mechanics and Engineering 417, 116338, 2023 | 14 | 2023 |
| A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows A Dasgupta, DV Patel, D Ray, EA Johnson, AA Oberai Computer Methods in Applied Mechanics and Engineering 420, 116682, 2024 | 12* | 2024 |
| REIN: Reliability Estimation via Importance sampling with Normalizing flows A Dasgupta, EA Johnson Reliability Engineering & System Safety 242, 109729, 2024 | 10 | 2024 |
| Uncertainty quantification for ptychography using normalizing flows A Dasgupta, ZW Di arXiv preprint arXiv:2111.00745, 2021 | 7 | 2021 |
| Conditional score-based generative models for solving physics-based inverse problems A Dasgupta, J Murgoitio-Esandi, D Ray, A Oberai NeurIPS 2023 Workshop on Deep Learning and Inverse Problems, 2023 | 3 | 2023 |
| Memorization and Regularization in Generative Diffusion Models R Baptista, A Dasgupta, NB Kovachki, A Oberai, AM Stuart arXiv preprint arXiv:2501.15785, 2025 | 2 | 2025 |
| Conditional score-based diffusion models for solving inverse elasticity problems A Dasgupta, H Ramaswamy, J Murgoitio-Esandi, KY Foo, R Li, Q Zhou, ... Computer Methods in Applied Mechanics and Engineering 433, 117425, 2025 | 2 | 2025 |
| Diffusion Models for Generating Ballistic Spacecraft Trajectories T Presser, A Dasgupta, D Erwin, A Oberai arXiv preprint arXiv:2405.11738, 2024 | 2 | 2024 |
| Failure probability estimation of linear time varying systems by progressive refinement of reduced order models A Dasgupta, D Ghosh SIAM/ASA Journal on Uncertainty Quantification 7 (3), 1007-1028, 2019 | 2 | 2019 |
| Machine Learning Based Classification of Aggressive and Malignant Renal Tumors from Multimodal Data M Aminy, T Gala, A Dasgupta, SY Cen, PS Jogi, I Gill, V Duddalwar, ... medRxiv, 2025.02. 04.25321687, 2025 | | 2025 |
| Unsupervised Detection of Rare Events in Liquid Biopsy Assays J Murgoitio-Esandi, D Tessone, A Naghdloo, SN Shishido, B Zhang, H Xu, ... bioRxiv, 2025.01. 29.635501, 2025 | | 2025 |
| Model Falsification from a Bayesian Viewpoint with Applications to Parameter Inference and Model Selection of Dynamical Systems A Dasgupta, EA Johnson Journal of Engineering Mechanics 150 (6), 04024023, 2024 | | 2024 |
| Simultaneous Reconstruction and Uncertainty Quantification for Tomography A Dasgupta, C Graziani, ZW Di ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | | 2023 |
| Learning Importance Sampling Distributions via Normalizing Flows to Estimate Rare-Event Failure Probabilities A Dasgupta, E Johnson New Zealand Society for Earthquake Engineering, 2023 | | 2023 |
| GAN-Flow: A dimension-reduced variational framework for physics-based inverse problems A Dasgupta, DV Patel, D Ray, EA Johnson, AA Oberai | | |
Assad OberaiAME, USCPreverjeni e-poštni naslov na usc.edu
