Failure Probability Estimation of Linear Time Varying Systems by Progressive Refinement of Reduced Order Models. - Agnimitra Dasgupta; Debraj Ghosh (SIAM/ASA J. Uncertain. Quantification, 2019)

Uncertainty quantification for ptychography using normalizing flows. - Agnimitra Dasgupta; Zichao Wendy Di (CoRR, 2021)

Simultaneous Reconstruction and Uncertainty Quantification for Tomography. - Agnimitra Dasgupta; Carlo Graziani; Zichao Wendy Di (ICASSP, 2023)

Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty. - Deep Ray; Javier Murgoitio-Esandi; Agnimitra Dasgupta; Assad A. Oberai (CoRR, 2023)

A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows. - Agnimitra Dasgupta; Dhruv V. Patel; Deep Ray; Erik A. Johnson; Assad A. Oberai (CoRR, 2023)

Diffusion Models for Generating Ballistic Spacecraft Trajectories. - Tyler Presser; Agnimitra Dasgupta; Daniel Erwin; Assad A. Oberai (CoRR, 2024)

Conditional score-based diffusion models for solving inverse problems in mechanics. - Agnimitra Dasgupta; Harisankar Ramaswamy; Javier Murgoitio-Esandi; Ken Y. Foo; Runze Li; Qifa Zhou; Brendan F. Kennedy; Assad A. Oberai (CoRR, 2024)

REIN: Reliability Estimation via Importance sampling with Normalizing flows. - Agnimitra Dasgupta; Erik A. Johnson (Reliab. Eng. Syst. Saf., 2024)

Memorization and Regularization in Generative Diffusion Models. - Ricardo Baptista; Agnimitra Dasgupta; Nikola B. Kovachki; Assad A. Oberai; Andrew M. Stuart (CoRR, 2025)

Unifying and extending Diffusion Models through PDEs for solving Inverse Problems. - Agnimitra Dasgupta; Alexsander Marciano da Cunha; Ali Fardisi; Mehrnegar Aminy; Brianna Binder; Bryan Shaddy; Assad A. Oberai (CoRR, 2025)

Generative Algorithms for Wildfire Progression Reconstruction from Multi-Modal Satellite Active Fire Measurements and Terrain Height. - Bryan Shaddy; Brianna Binder; Agnimitra Dasgupta; Haitong Qin; James Haley; Angel Farguell; Kyle Hilburn; Derek V. Mallia; Adam K. Kochanski; Jan Mandel; Assad A. Oberai (CoRR, 2025)

Time-dependent density estimation using binary classifiers. - Agnimitra Dasgupta; Javier Murgoitio-Esandi; Ali Fardisi; Assad A. Oberai (CoRR, 2025)