8:30am - 8:50amPhysics-based machine learning model for the manufacturing of thermoplastic composites
A. Hürkamp
TU Braunschweig
8:50am - 9:10amArtificial neural networks for structural damage detection and localization
S. Freitag, A. Volovikova
Karlsruhe Institute of Technology
9:10am - 9:30amAdvanced discretization techniques for hyperelastic physics-augmented neural networks
M. Franke1, D. K. Klein2, O. Weeger2, P. Betsch1
1Karlsruhe Institute of Technology; 2TU Darmstadt
9:30am - 9:50amPhysics-Informed Neural Networks for Material Model Calibration
D. Anton1, H. Wessels1, A. Henkes2, U. Römer1
1TU Braunschweig; 2ETH Zurich
9:50am - 10:10amAdvanced Parameter Identification for Structural Steel Modeling: Integrating Multiple Load Protocols with Convolutional Neural Networks
O. Altay1, D. Lignos2
1RWTH Aachen University; 2EPFL, Switzerland
10:10am - 10:30amPhysics informed neural networks in structural dynamics
V. Polydoras, S. B. Tandale, M. Stoffel
RWTH Aachen University
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