1.9k citations · 6.2k across the 179 of their papers we have counts for
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cs.LG2019★ 72 cited
Coarse-scale PDEs from fine-scale observations via machine learning
Seungjoon Lee, Mahdi Kooshkbaghi, Konstantinos Spiliotis +2
Complex spatiotemporal dynamics of physicochemical processes are often modeled at a microscopic level (through e.g. atomistic, agent-based or lattice models) based on first princip…
cs.LG2019★ 3 cited
Domain Adaptation with Optimal Transport on the Manifold of SPD matrices
Or Yair, Felix Dietrich, Ronen Talmon +1
In this paper, we address the problem of Domain Adaptation (DA) using Optimal Transport (OT) on Riemannian manifolds. We model the difference between two domains by a diffeomorphis…