MS1-01B Data-based technologies for modelling, informing and augmenting learning about fluids and flow simulations
Main Organizer:
Prof.
Elias Cueto
(
Universidad de Zaragoza
, Spain
)
Chaired by:
Prof. Elias Cueto (Universidad de Zaragoza , Spain) , Prof. Gianluigi Rozza (SISSA , Italy)
Prof. Elias Cueto (Universidad de Zaragoza , Spain) , Prof. Gianluigi Rozza (SISSA , Italy)
Scheduled presentations:
-
Keynote
Temperature field inference using physics-informed neural networks in turbulent natural convection
-
Student
Physics-constrained Deep Learning for the k-epsilon Turbulence Model Calibration
-
Student
Active flow control on 3D cylinders through deep reinforcement learning
-
Student
Dealing with faulty sensors: a physics-informed convolutional neural network approach for recovering solutions to governing equations
