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Jiun-Shyan Chen

A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling

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Mar 16, 2024
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A Neural Network-Based Enrichment of Reproducing Kernel Approximation for Modeling Brittle Fracture

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Jul 04, 2023
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Certified data-driven physics-informed greedy auto-encoder simulator

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Nov 24, 2022
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Deep autoencoders for physics-constrained data-driven nonlinear materials modeling

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Sep 03, 2022
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Thermodynamically Consistent Machine-Learned Internal State Variable Approach for Data-Driven Modeling of Path-Dependent Materials

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May 01, 2022
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A Neural Network-enhanced Reproducing Kernel Particle Method for Modeling Strain Localization

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Apr 28, 2022
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gLaSDI: Parametric Physics-informed Greedy Latent Space Dynamics Identification

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Apr 26, 2022
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