MS1-12C Data-driven closure models for RANS and LES
Main Organizer:
Prof.
Heng Xiao
(
University of Stuttgart
, Germany
)
Chaired by:
Prof. Heng Xiao ( University of Stuttgart , Germany)
Prof. Heng Xiao ( University of Stuttgart , Germany)
Scheduled presentations:
-
Learning Turbulence Models from Data: A Unified Perspective of Data Assimilation and Machine Learning
-
Student
Adaptive Correction of a RANS Model for Separated Flow Fields
-
Student
Reynolds Stress Anisotropy Tensor Predictions using Neural Networks
-
Student
Assessment of a Data-Driven RANS Model for Various Separated Flows
-
Active flow control on 2D wings and separation in boundary layers through deep reinforcement learning
