MS1-12A 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 and Forecasting the Effective Dynamics of Complex Systems across Scales
-
Student
Learned Turbulence Modelling with Differentiable Fluid Solvers: Physics-based Loss-functions and Optimisation Horizons
-
Reinforcement learning-based optimisation of LES closure models
-
Student
Structure-Preserving Machine Learning: Energy-Conserving Neural Network for Turbulence Closure-Modelling
-
Towards model-based deep reinforcement learning for accelerated learning from simulations
