University of Iowa 3 credits ME
Nonlinear finite element methods (FEM) for solid mechanics, emphasizing continuum theory, variational formulation, element technology, Newton-based solution algorithms, and differentiable implementations in automatic differentiation framework; perspective to enable gradient-based inverse analysis, uncertainty quantification, design optimization, and integration with machine learning workflows; rigorous understanding of nonlinear mechanics and practical experience constructing FEM solvers that are fully differentiable and extendable. Prerequisites: ME:5113 and CEE:4533.
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