672 citations · 1.4k across the 27 of their papers we have counts for
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cs.LG2021★ 1 cited
Model reduction for the material point method via an implicit neural representation of the deformation map
Peter Yichen Chen, Maurizio M. Chiaramonte, Eitan Grinspun +1
This work proposes a model-reduction approach for the material point method on nonlinear manifolds. Our technique approximates the by approximating the deform…
cs.CE2021★ 8 cited
Projection-tree reduced order modeling for fast N-body computations
Steven N. Rodriguez, Athanasios P. Iliopoulos, Kevin T. Carlberg +3
This work presents a data-driven reduced-order modeling framework to accelerate the computations of -body dynamical systems and their pair-wise interactions. The proposed framew…