MS1-05C Machine Learning in CFD

Wed, 26/04/2023
16:00 - 18:00
Auditorium J
Chaired by:
Dr. Tan Bui-Thanh (The University of Texas)

Contributions in this session:

  • Surrogate Models for CFD Simulations Based on Convolutional Neural Networks
    M. Eichinger, V. Grimm, A. Heinlein*, A. Klawonn
  • Reinforcement Learning For Spline-Based Shape Optimization Of Flow Channels In Profile Extrusion Dies
    S. Elgeti*, D. Wolff, C. Fricke, M. Kemmerling
  • Verification of Visualization Method Using Self-Organizing Map for Various Flow Fields
    Y. Tamura*, M. Masuda
  • Generic high-performance coupling of massively parallel CFD solver to neural network inferences
    A. Serhani*, C. Lapeyre, G. Staffelbach
  • Machine Learning Method for Surrogate Substitution of Obstacles in CFD Simulations
    A. Pérez*, G. Houzeaux, C. Samaniego, A. Lektauers, I. Andersone, J. Calafell