Agnimitra Dasgupta

14 papers Misc 1Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Closed-form conditional diffusion models for data assimilation. CoRR Brianna Binder, Agnimitra Dasgupta, Assad A. Oberai
2026	J	`jnl`	Solving physics-constrained inverse problems with conditional flow matching. CoRR Agnimitra Dasgupta, Ali Fardisi, Mehrnegar Aminy, Brianna Binder, Bryan Shaddy, Assad A. Oberai
2025	J	`jnl`	Generative Algorithms for Wildfire Progression Reconstruction from Multi-Modal Satellite Active Fire Measurements and Terrain Height. CoRR 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
2025	J	`jnl`	Memorization and Regularization in Generative Diffusion Models. CoRR Ricardo Baptista, Agnimitra Dasgupta, Nikola B. Kovachki, Assad A. Oberai, Andrew M. Stuart
2025	J	`jnl`	Time-dependent density estimation using binary classifiers. CoRR Agnimitra Dasgupta, Javier Murgoitio-Esandi, Ali Fardisi, Assad A. Oberai
2025	J	`jnl`	Unifying and extending Diffusion Models through PDEs for solving Inverse Problems. CoRR Agnimitra Dasgupta, Alexsander Marciano da Cunha, Ali Fardisi, Mehrnegar Aminy, Brianna Binder, Bryan Shaddy, Assad A. Oberai
2024	J	`jnl`	Conditional score-based diffusion models for solving inverse problems in mechanics. CoRR Agnimitra Dasgupta, Harisankar Ramaswamy, Javier Murgoitio-Esandi, Ken Y. Foo, Runze Li, Qifa Zhou, Brendan F. Kennedy, Assad A. Oberai
2024	J	`jnl`	Diffusion Models for Generating Ballistic Spacecraft Trajectories. CoRR Tyler Presser, Agnimitra Dasgupta, Daniel Erwin, Assad A. Oberai
2024	J	`jnl`	REIN: Reliability Estimation via Importance sampling with Normalizing flows. Reliab. Eng. Syst. Saf. Agnimitra Dasgupta, Erik A. Johnson
2023	J	`jnl`	A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows. CoRR Agnimitra Dasgupta, Dhruv V. Patel, Deep Ray, Erik A. Johnson, Assad A. Oberai
2023	Misc	`conf`	Simultaneous Reconstruction and Uncertainty Quantification for Tomography. ICASSP Agnimitra Dasgupta, Carlo Graziani, Zichao Wendy Di
2023	J	`jnl`	Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty. CoRR Deep Ray, Javier Murgoitio-Esandi, Agnimitra Dasgupta, Assad A. Oberai
2021	J	`jnl`	Uncertainty quantification for ptychography using normalizing flows. CoRR Agnimitra Dasgupta, Zichao Wendy Di
2019	J	`jnl`	Failure Probability Estimation of Linear Time Varying Systems by Progressive Refinement of Reduced Order Models. SIAM/ASA J. Uncertain. Quantification Agnimitra Dasgupta, Debraj Ghosh