Search Results for author: Kristen Susuki

Found 1 papers, 0 papers with code

A Neural Network-enhanced Reproducing Kernel Particle Method for Modeling Strain Localization

no code implementations28 Apr 2022 Jonghyuk Baek, Jiun-Shyan Chen, Kristen Susuki

In this work, neural network-enhanced reproducing kernel particle method (NN-RKPM) is proposed, where the location, orientation, and shape of the solution transition near a localization is automatically captured by the NN approximation via a block-level neural network optimization.

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