Deep Learning for Fluid Simulation and Animation: Fundamentals, Modeling, and Case Studies

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 bri...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Giraldi, Gilson Antonio, Almeida, Liliane Rodrigues de, Apolinário Jr., Antonio Lopes, Silva, Leandro Tavares da
Format:	Buch
Sprache:	eng
Schlagworte:	Analysis Artificial Intelligence Computer simulation Deep learning (Machine learning) Differential equations Materials Science, general Mathematics Mathematics and Statistics Simulation and Modeling Soft condensed matter
Online-Zugang:	Volltext
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