Search Results for author: John T. Foster

Found 1 papers, 0 papers with code

A machine-learning framework for peridynamic material models with physical constraints

no code implementations4 Jan 2021 Xiao Xu, Marta D'Elia, John T. Foster

We generate macro-scale deformation training data by averaging over periodic micro-structure unit cells and add a physical energy constraint representing the homogenized elastic modulus of the micro-structure to the regression algorithm.

Numerical Analysis Numerical Analysis Applied Physics

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