Topic: Physics Forest – Real-time fluid simulation using machine learning ppt
Author: Ľubor Ladický , SoHyeon Jeong
Reference:
https://dl.acm.org/doi/abs/10.1145/3098333.3098337
Abstract:
PhysicsForests is a fluid-simulation framework that can simulate large scenes with several million particles in real time, including surface generation, foam, rigid-body coupling, and rendering. Instead of solving underlying Navier-Stokes equations, it predicts particle behavior approximately using machine-learning-based regression-forest method that is trained on a large set of randomly generated scenes obtained by a traditional fluid solver. The result is faster and more stable than standard methods.
