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)

Tumor spheroid elasticity estimation using mechano-microscopy combined with a conditional generative adversarial network. - Ken Y. Foo; Bryan Shaddy; Javier Murgoitio-Esandi; Matt S. Hepburn; Jiayue Li; Alireza Mowla; Rowan W. Sanderson; Danielle Vahala; Sebastian E. Amos; Yu Suk Choi; Assad A. Oberai; Brendan F. Kennedy (Comput. Methods Programs Biomed., 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)

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