MS1-05C Machine Learning in CFD
Corresponding Organizer: Prof. Tan Bui-Thanh (The University of Texas)
Chaired by:
Prof. Tan Bui-Thanh (The University of Texas , United States)
Prof. Tan Bui-Thanh (The University of Texas , United States)
Scheduled presentations:
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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 -
Student
Machine Learning Method for Surrogate Substitution of Obstacles in CFD Simulations
A. Pérez*, G. Houzeaux, C. Samaniego, A. Lektauers, I. Andersone, J. Calafell