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most citedNon-intrusive reduced order modeling of natural convection in porous media using convolutional autoencoders: comparison with linear subspace techniques

67 citations · 91 across the 7 of their papers we have counts for

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cond-mat.mtrl-sci2025

Reduced Order Modeling of Energetic Materials Using Physics-Aware Recurrent Convolutional Neural Networks in a Latent Space (LatentPARC)

Zoë J. Gray, Joseph B. Choi, Youngsoo Choi +3

Physics-aware deep learning (PADL) has gained popularity for use in complex spatiotemporal dynamics (field evolution) simulations, such as those that arise frequently in computatio…