Herr Dr.-Ing. Jens Trilling

Biografie

RESEARCH INTEREST

• Structural and Computational Mechanics
• Linear and Nonlinear Finite Element Analysis
• Structural Optimization
• Machine Learning for Engineering Applications
• Reinforcement Learning

Neuigkeiten

PUBLICATIONS

J. Trilling, A. Schumacher, M. Zhou
Reinforcement learning based agents for improving layouts of automotive crash structures
Applied Intelligence 54, 1751–1769, 2024. DOI: 10.1007/s10489-024-05276-6.

J. Trilling
Unterstützung der Graphen- und Heuristikbasierten Topologieoptimierung crashbelasteter Strukturen durch Reinforcement Learning
Dissertation, Bergische Universität Wuppertal, Shaker Verlag, 2024. ISBN 978-3-8440-9554-8.

J. Trilling, A. Schumacher, M. Zhou
Generation of designs for local stiffness increase of crash loaded extrusion profiles with reinforcement learning
Proceedings of the NAFEMS Conference on Machine Learning and Artificial Intelligence in CFD and Structural Analysis, pp. 56–66, 2022.

J. Trilling, A. Schumacher
Einsatz von Reinforcement Learning zur lokalen Versteifung von Extrusionsprofilen in Crashlastfällen
NAFEMS-Online-Magazin – Zeitschrift für numerische Simulation und angrenzende Gebiete, No. 62, pp. 59–70, 2022.