MS279A AI for Computational Fluid Dynamics - Opportunities and Challenges I
Main Organizer:
Prof.
Nils Thuerey
(
TUM
, Germany
)
Chaired by:
Prof. Nils Thuerey (TUM , Germany) , Dr. Nguyen Anh Khoa Doan (Imperial College London , United Kingdom)
Prof. Nils Thuerey (TUM , Germany) , Dr. Nguyen Anh Khoa Doan (Imperial College London , United Kingdom)
Scheduled presentations:
-
Keynote
Generative Modelling and Data Assimilation of Turbulent Plane Couette Flow Using a Latent Diffusion Transformer
-
Inner-Layer Forcing Model for Predicting Wall Turbulence Using Deep Learning-Based Discriminator
-
Efficient Probabilistic Surrogate Modeling Techniques for Partially-Observed Large-Scale Dynamical Systems
-
Multi-fidelity Gaussian Process Regression for Efficient Prediction of Bubble Collapse Loads
