MS173A Explainable AI for Computational Mechanics I
MS Corresponding Organizer: Dr. Elena Raponi (Leiden University (Leiden Institute of Advanced Computer Science))
Chaired by:
Dr. Nicolas Bousquet (EDF , France) , Dr. Elena Raponi (Leiden University , Netherlands)
Dr. Nicolas Bousquet (EDF , France) , Dr. Elena Raponi (Leiden University , Netherlands)
Scheduled presentations:
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New results in interpretability of models and algorithms with dependent inputs
M. Il Idrissi, M. Herin, V. Chabridon, B. Iooss, N. Bousquet* -
First Steps to Integrate Sustainability into Crash Topology Optimisation
F. Duddeck* -
Unveiling soft biological tissues via Constitutive Artificial Neural Networks (CANNs)
K. Linka*, C. Cyron -
Global Sensitivity Analysis Reporting Tool for Easily Detecting Variable Impact and Interaction in Crashworthiness Optimization
E. Raponi*, N. van Stein, T. Bäck, F. Duddeck -
Artifcial Intelligence in Design of New Nanostructures
T. Burczyński*, W. Kuś, M. Maźziarz, A. Mrozek