[ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method

Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models"

A differentiable PDE solving framework for machine learning

Source code for SCA paper "A Multi-Pass GAN for Fluid Flow Super-Resolution"

A quick implementation of MLFLIP

Towards Learning the Temporal Evolution of Fluid Flow