neural fluid

NeuralFluid: Nueral Fluidic System Design and Control with Differentiable Simulation

NeuralFluid: Nueral Fluidic System Design and Control with Differentiable Simulation

Yifei Li, Yuchen Sun, Pingchuan Ma, Eftychios Sifakis, Tao Du, Bo Zhu, Wojciech Matusik

Conference on Neural Information Processing Systems (NeurIPS) 2024 September 2024

Developed learning and optimization methods for complex fluid dynamics, using differentiable Navier-Stokes simulation to enable joint reasoning over geometry and control in high-dimensional flow systems.