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cs.CE2024
A Score-based Generative Solver for PDE-constrained Inverse Problems with Complex Priors
Yankun Hong, Harshit Bansal, Karen Veroy
In the field of inverse estimation for systems modeled by partial differential equations (PDEs), challenges arise when estimating high- (or even infinite-) dimensional parameters.…
cs.LG2024
Accelerating Simulation of Two-Phase Flows with Neural PDE Surrogates
Yoeri Poels, Koen Minartz, Harshit Bansal +1
Simulation is a powerful tool to better understand physical systems, but generally requires computationally expensive numerical methods. Downstream applications of such simulations…