Giraldi G. Deep Learning for Fluid Simulation and Animation. Fundamentals,..2023

Download this torrent!

Giraldi G. Deep Learning for Fluid Simulation and Animation. Fundamentals,..2023

Textbook in PDF format This book is an introduction to the use of machine learning and data-driven approaches in fluid simulation and animation, as an alternative to traditional modeling techniques based on partial differential equations and numerical methods – and at a lower computational cost. This work starts with a brief review of computability theory, aimed to convince the reader – more specifically, researchers of more traditional areas of mathematical modeling – about the power of neural computing in fluid animations. In these initial chapters, fluid modeling through Navier-Stokes equations and numerical methods are also discussed