Session | ||
S08.06: Machine Learning/TFA/Mean-Field
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Presentations | ||
8:30am - 8:50am
Thermo-mechanically coupled Nonuniform Transformation Field Analysis of heterogeneous solids 1University of Stuttgart; 2Fraunhofer ISC 8:50am - 9:10am
Mesh- and model adaptivity for NTFA and full-field elasto-plastic homogenization based on downwind and upwind approximations Paderborn University 9:10am - 9:30am
A hyperelastic-plastic mean-field-method at large deformations with damage for CFRP Paderborn University 9:30am - 9:50am
Parameterized hyperelastic material modeling and multiscale topology optimization with physics-augmented neural network constitutive models 1TU Darmstadt; 2University of Colorado Boulder, USA 9:50am - 10:10am
Nonlinear electro-elastic finite element analysis with neural network constitutive models 1TU Darmstadt; 2TU Cartagena, Spain |