Eftychios Sifakis

NeuralFluid: Nueral Fluidic System Design and Control with Differentiable Simulation

We present NeuralFluid, a novel framework to explore neural control and design of complex fluidic systems with dynamic solid boundaries. Our system features a fast differentiable Navier-Stokes solver with solid-fluid interface handling, a low-dimensional differentiable parametric geometry representa…