
IS016B Coupled Mechanics and Material Modelling in Multiphysics and Extreme Environments II
Main Organizer: Prof. Antonio Gil (Swansea University)
Chaired by:
Prof. Antonio Gil (Swansea University , United Kingdom) , Mr. Dominik K. Klein (TU Darmstadt , Germany)
Prof. Antonio Gil (Swansea University , United Kingdom) , Mr. Dominik K. Klein (TU Darmstadt , Germany)
Scheduled presentations:
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A non-intrusive data-driven approach towards optimal control of electroactive polymers via dimensionality reduction
M. Barillas*, A. García-González, R. Ortigosa, J. Martinez-Frutos, J. Bonet -
Bayesian Calibration and Uncertainty Quantification of the Strength Models
J. Plohr, D. Francom, L. VanDervort -
A Novel Gradient Enhanced Gaussian Predictor Framework for the Formulation of Hyperelastic Electromechanical Models
N. Ellmer, R. Ortigosa, J. Martínez-Frutos, A. Gil -
Rediscovering the Mullins Effect with Physics Augmented Neural Networks
M. Zlatić, M. Čanađija -
Physics-augmented neural network material models for hyperelasticity with softening
J. Fey, D. Klein, O. Weeger -
Nonlinear Electro-Elastic Finite Element Analysis with Neural Network Constitutive Models
D. Klein, R. Ortigosa, J. Martínez-Frutos, O. Weeger