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07/11/2023
Embedded symmetric positive semi-definite machine-learned elements for reduced-order modeling in finite-element simulations with application to threaded fasteners
We present a machine-learning strategy for finite element analysis of so...
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03/16/2023
Hyper-Reduced Autoencoders for Efficient and Accurate Nonlinear Model Reductions
Projection-based model order reduction on nonlinear manifolds has been r...
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02/18/2023
Residual-based stabilized reduced-order models of the transient convection-diffusion-reaction equation obtained through discrete and continuous projection
Galerkin and Petrov-Galerkin projection-based reduced-order models (ROMs...
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11/11/2021