Can I read Machine Learning in Fluid Dynamics on EtoBox?
Machine Learning in Fluid Dynamics by rand is a document available to read on EtoBox.
What is Machine Learning in Fluid Dynamics about?
This document discusses how machine learning can accelerate computational fluid dynamics simulations. The authors developed a method using deep learning to improve approximations inside computational fluid dynamics solvers. Their results showed simulations with 10x coarser resolution but the same accuracy as traditional solvers, providing a 40-80x speedup. The method remained stable during long simulations and generalized to different flow conditions, unlike traditional "black box" machine learning approach
- Author
- rand
- Language
- EN