Conference Time: 10th May 2024, 05:40:13pm CEST
Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
S04.06: Various topics in Structural mechanics
Time:
Thursday, 21/Mar/2024:
8:30am - 10:30am
Session Chair: Steffen Freitag Session Chair: Okyay Altay
Location: G26/H1 Lecture Hall 1 in Building 26; size: 572
Presentations
8:30am - 8:50am Physics-based machine learning model for the manufacturing of thermoplastic composites
A. Hürkamp
TU Braunschweig
8:50am - 9:10am Artificial neural networks for structural damage detection and localization
S. Freitag , A. Volovikova
Karlsruhe Institute of Technology
9:10am - 9:30am Advanced discretization techniques for hyperelastic physics-augmented neural networks
M. Franke 1 , D. K. Klein2 , O. Weeger2 , P. Betsch1
1 Karlsruhe Institute of Technology; 2 TU Darmstadt
9:30am - 9:50am Physics-Informed Neural Networks for Material Model Calibration
D. Anton1 , H. Wessels 1 , A. Henkes2 , U. Römer1
1 TU Braunschweig; 2 ETH Zurich
9:50am - 10:10am Advanced Parameter Identification for Structural Steel Modeling: Integrating Multiple Load Protocols with Convolutional Neural Networks
O. Altay 1 , D. Lignos2
1 RWTH Aachen University; 2 EPFL, Switzerland
10:10am - 10:30am Physics informed neural networks in structural dynamics
V. Polydoras , S. B. Tandale, M. Stoffel
RWTH Aachen University
