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cs.CE2024
Projection-based model-order reduction via graph autoencoders suited for unstructured meshes
Liam K. Magargal, Parisa Khodabakhshi, Steven N. Rodriguez +2
This paper presents the development of a graph autoencoder architecture capable of performing projection-based model-order reduction (PMOR) using a nonlinear manifold least-squares…
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…