MS426A Data-driven Approaches in Mechanics I
Main Organizer:
Prof.
Kostas Karapiperis
(
EPFL
, Switzerland
)
Chaired by:
Prof. Kostas Karapiperis (EPFL , Switzerland) , Prof. Yue Yu (Lehigh University , United States)
Prof. Kostas Karapiperis (EPFL , Switzerland) , Prof. Yue Yu (Lehigh University , United States)
Scheduled presentations:
-
Keynote
IAGO: Implicit Adaptive Generative design Optimization
-
Parametric GFEM Generation and Surrogate-Based Optimization for Early-Stage Composite Airframe Design
-
Designing Inflatable Structures With Controlled Deformation Trajectories Using Latent Space Generative AI
-
Structural Topology Optimization based on Problem Independent Machine Learning with Isoparametric Elements
-
Reinforcement Learning for Hanger Rod Systems
