Kevin T. Carlberg
Kevin T. Carlberg
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elastoplasticity
Neural stress fields for reduced-order elastoplasticity and fracture
We propose neural stress fields, a method for reduced-order modeling of elastoplastic materials and fracture mechanics. By representing stress fields using neural networks, we enable efficient simulation of complex material behaviors including …
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