The simulation software market is expected to rise at a compound annual growth rate (CAGR) of 10.4%, from USD 19.95 billion in 2024 to USD 36.22 billion by 2030. The simulation so ...

This port is a good pedagogical tool to learn how to implement traditional numerical solvers using modern deep learning software interfaces. The main changes are documented in the torch_cfd directory.

In turbulent fluids, mixing of the components happens easily. However, in more viscous fluids such as those enclosed within ...

This review explores the recent advancements in enhancing Computational Fluid Dynamics (CFD) through Machine Learning (ML). The literature is systematically classified into three primary categories: ...

Abstract: Nonsmooth phenomena, such as abrupt changes, impacts, and switching behaviors, frequently arise in real-world systems and present significant challenges for traditional optimal control ...