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most citedLearning constitutive models from microstructural simulations via a non-intrusive reduced basis method

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math.NA2026

Residual-Driven Lifting Identification for Nonlinear-Manifold Reduced-Order Models of Parametrized Linear PDEs

Francesco A. B. Silva, Jean C. Ragusa, Theron Guo +1

We introduce a residual-driven procedure for training nonlinear-manifold reduced-order models for parametrized linear partial differential equations that, given prescribed latent a…