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leopoldoagorio/solid-mechanics-ML

This repository contains code for a project that trains a neural network to solve solid mechanics problems faster than the traditional finite element method. It includes a pipeline for generating a database of FEM solutions and experiments comparing the neural network model to the FEM.

语言:TeX · GitHub 星标:12 · Fork:2

话题:computational-physics · finite-element-methods · machine-learning · neural-networks · solid-mechanics · surrogate-models

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