
MS007E Machine Learning Methods for Multiscale and Multiphysics Material Modeling V
MS Corresponding Organizer: Prof. Fadi Aldakheel ( Leibniz Universität Hannover , Germany )
Chaired by:
Prof. Oliver Weeger (TU Darmstadt , Germany) , Prof. Fadi Aldakheel (Leibniz Universität Hannover , Germany)
Prof. Oliver Weeger (TU Darmstadt , Germany) , Prof. Fadi Aldakheel (Leibniz Universität Hannover , Germany)
Scheduled presentations:
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Multiscale modeling with physics-augmented neural networks
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Multiscale Modeling of Viscoelastic Shell Structures with Artificial Neural Networks
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Approximating Fine-Scale Features in Time-Dependent Multiscale PDEs with Neural Networks
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Combining FE and Multiscale Thermodynamics Informed Neural Networks towards Fast and Frugal Inelastic Simulations for Woven Composite Structures