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0111 · Oct 202419922001200920172026
1 result for “bond-associated”
A Message Passing Neural Network Surrogate Model for Bond-Associated Peridynamic Material Correspondence Formulationphysics.comp-ph

A neural network speeds up bond-associated peridynamics simulations.

problem High computational costs in bond-associated peridynamics.
method Message-passing neural network (MPNN) for bond-associated peridynamic material correspondence formulation.
result Significantly reduces computation time via GPU acceleration.
peridynamicsneural networksbond-associatedmaterial correspondencesurrogate model
2024-10-29abs ↗pdf ↗