
MS049A Inverse Problems & Inverse Design I
Main Organizer:
Mr.
Leon Herrmann
(
Technische Universität München
, Germany
)
Chaired by:
Mr. Leon Herrmann (Technische Universität München , Germany) , Prof. Stefan Kollmannsberger (Bauhaus University Weimar , Germany)
Mr. Leon Herrmann (Technische Universität München , Germany) , Prof. Stefan Kollmannsberger (Bauhaus University Weimar , Germany)
Scheduled presentations:
-
Keynote
Reinforcement Learning for Solving Optimal Design Tasks in Computational Mechanics
-
Student
Integrating Bayesian Inference with Data Driven DCGAN for Unsupervised Anomaly Detection: Case of Catenary Pole
-
Evaluating the Impact of Constitutive Models on Xgboost Performance for Material Parameter Identification
-
Wave Equation Solvers Using Neural Networks in Inverse Problems
-
Student
Accelerating full waveform inversion by transfer learning