4:30pm - 4:50pmModelling material properties of composites using stochastic tensor approach
W. J. Schuttert, M. I. Abdul Rasheed, B. Rosić
University of Twente, The Netherlands
4:50pm - 5:10pmNotes on the Schapery model to describe non-linear viscoelastic phenomena
M. A. Margalho de Barros1, S. Govindjee2, J. Schröder1
1University of Duisburg-Essen; 2University of California, Berkeley, USA
5:10pm - 5:30pmViscoelastic Constitutive Artificial Neural Networks (vCANNs) – a framework for data-driven anisotropic nonlinear finite viscoelasticity
K. Abdolazizi1, K. Linka1, C. Cyron1,2
1Hamburg University of Technology; 2Helmholtz-Zentrum Hereon
5:30pm - 5:50pmA thermodynamically consistent physics-informed neural network model for nanoparticle-filled epoxy nanocomposites with moisture content
B. Bahtiri1, B. Arash2, S. Scheffler1, M. Jux3, R. Rolfes1
1Leibniz University Hannover; 2Oslo Metropolitan University; 3Institute of Lightweight Systems, Multifunctional Materials, DLR (German Aerospace Center)
5:50pm - 6:10pmConstitutive artificial neural network for elasto-plastic material behavior
B. Boes1, J.-W. Simon1, H. Holthusen2
1University of Wuppertal; 2RWTH Aachen University
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