OMS - Optimization of Mechanical Structures

Team of the chair

Dr. - Ing. Jens Trilling

Research assistant

Biography

Publications

Trilling, J. (2024): "Unterstützung der Graphen- und Heuristikbasierten Topologieoptimierung crashbelasteter Strukturen durch Reinforcement Learning", Shaker Verlag, Düren. ISBN 978-3-8440-9554-8, Link to the dissertation

LIT_181 "Trilling, J., Schumacher, A., Zhou, M. (2024): "Reinforcement learning based agents for improving layouts of automotive crash structures", Applied Intelligence doi.org/10.1007/s10489-024-05276-6

LIT_175: Trilling, J., Schumacher, A., Zhou, M. (2024): "Reinforcement learning based agents for improving layouts of automotive crash structures." Applied Intelligence, DOI: https://doi.org/10.1007/s10489-024-05276-6

LIT_168 : Trilling, J., Schumacher, A., Zhou, M.: Generation of designs for local stiffness increase of crash loaded extrusion profiles with reinforcement learning. In: Machine Learning and Artificial Intelligence in CFD and Structural Analysis, Wiesbaden (2022). NAFEMS

 

Consultation hours

by appointment

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