Agnimitra Dasgupta

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Active since

2023

Affiliations

University of Southern California(Current)

University of Maryland, College Park

Agnimitra Dasgupta is an author at University of Southern California specializing in computational inverse problems, computing, and generative modeling.

ORCID

Publications per year

2023–2024

Publications

A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows

Agnimitra Dasgupta, Dhruv Patel, Deep Ray et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 23 citations

Natural Sciences, Mathematics, Physics +15

REIN: Reliability Estimation via Importance sampling with Normalizing flows

Agnimitra Dasgupta, E. A. Johnson · Reliability Engineering & System Safety · 2023 · 20 citations

Computing, Industrial Engineering, Stochastic Modeling +10

Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty

Deep Ray, Javier Murgoitio-Esandi, Agnimitra Dasgupta et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 18 citations

Computing, Computer Science, Physics +13

Conditional score-based diffusion models for solving inverse elasticity problems

Agnimitra Dasgupta, Harisankar Ramaswamy, Javier Murgoitio-Esandi et al. · Computer Methods in Applied Mechanics and Engineering · 2024 · 17 citations

Natural Sciences, Economics, Optimization +10

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