MS219A Leveraging Machine Learning Algorithms for Efficient Optimization I
MS Corresponding Organizer: Phd. M. Giselle Fernández-Godino (Lawrence Livermore National Laboratory)Scheduled presentations:
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Structural optimization for fail-safe designs by machine learning
B. Hamann*, B. Kriegesmann -
Learning Structures Through Reinforcement Learning
T. Rochefort-Beaudoin, A. Vadean, S. Achiche* -
Optimal design of acoustic metamaterials based on a deep-learning neural network surrogate
D. Yago*, G. Sal-Anglada, D. Roca, J. Cante, J. Oliver -
Efficient Gradient-Free Topology Optimization through Latent Space Representation
G. Kus*, M. Bessa -
Keynote
On the applicability and usefulness of AI in Topology Optimisation
R. Woldseth*, N. Aage, J. Bærentzen, O. Sigmund