21 citations · 25 across the 12 of their papers we have counts for
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stat.ML2024★ 21 cited
Conditional score-based diffusion models for solving inverse problems in mechanics
Agnimitra Dasgupta, Harisankar Ramaswamy, Javier Murgoitio-Esandi +5
We propose a framework to perform Bayesian inference using conditional score-based diffusion models to solve a class of inverse problems in mechanics involving the inference of a s…
cs.RO2024
Diffusion Models for Generating Ballistic Spacecraft Trajectories
Tyler Presser, Agnimitra Dasgupta, Daniel Erwin +1
Generative modeling has drawn much attention in creative and scientific data generation tasks. Score-based Diffusion Models, a type of generative model that iteratively learns to d…