This paper explores the recent advancements in enhancing Computational Fluid Dynamics
(CFD) tasks through Machine Learning (ML) techniques. We begin by introducing …

Normalizing Flows (NFs) are powerful and efficient models for density estimation. When
modeling densities on manifolds, NFs can be generalized to injective flows but the Jacobian …

Neural networks have established themselves as a powerful tool for extracting insights from
vast amounts of data. However, with increasing use of deep learning in the natural sciences …