A heterogeneous memory framework runs memory-intensive nonlinear ensemble simulations on CPU-GPU systems and supplies the resulting data for neural network surrogate training.
Three-Dimensional Nonlinear Seismic Ground Response Analy- sis of Local Site Effects for Estimating Seismic Behavior of Buried Pipelines
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Accelerating Nonlinear Time-History Analysis with Complex Constitutive Laws via Heterogeneous Memory Management: From 3D Seismic Simulation to Neural Network Training
A heterogeneous memory framework runs memory-intensive nonlinear ensemble simulations on CPU-GPU systems and supplies the resulting data for neural network surrogate training.