Deep Learning for Fluid Simulation and Animation : Fundamentals, Modeling, and Case Studies 9783031423338, 9783031423321

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Table of contents :
Cover
Front Matter
1. Introductory Material to Animation and Learning
2. Fluids and Deep Learning: A Brief Review
3. Fluid Modeling Through Navier–Stokes Equations and Numerical Methods
4. Neural Networks Universality, Geometric, and Dynamical System Elements for Fluid Animation
5. Data and Learning Theory
6. Modeling Fluids Through Neural Networks
7. Fluid Rendering
8. Case Studies
9. Perspectives and Final Remarks
Back Matter

Deep Learning for Fluid Simulation and Animation : Fundamentals, Modeling, and Case Studies
 9783031423338, 9783031423321

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