The study analyzes three major paradigms in AI-enabled computational mechanics: purely data-driven models, PINNs, and neural operator learning. Data-driven approaches offer exceptional computational ...
Computational mechanics research at Northwestern is blazing new ground in multiscale analysis, meshfree methods and large-scale simulation. Multiscale methods, which link methodologies from quantum ...
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