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20132023
most citedA fast and accurate physics-informed neural network reduced order model with shallow masked autoencoder

208 citations · 894 across the 25 of their papers we have counts for

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Showing 2017Show all

2 papers · 1 filter

math.NA2017★ 105 cited

Conservative model reduction for finite-volume models

Kevin Carlberg, Youngsoo Choi, Syuzanna Sargsyan

This work proposes a method for model reduction of finite-volume models that guarantees the resulting reduced-order model is conservative, thereby preserving the structure intrinsi…

math.NA2017

Space-time least-squares Petrov-Galerkin projection for nonlinear model reduction

Youngsoo Choi, Kevin Carlberg

This work proposes a space-time least-squares Petrov-Galerkin (ST-LSPG) projection method for model reduction of nonlinear dynamical systems. In contrast to typical nonlinear model…