Popular GitHub Repositories for Fluid Mechanics

Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF)

A differentiable PDE solving framework for machine learning

PDEBench: An Extensive Benchmark for Scientific Machine Learning

Computational Fluid Dynamics in JAX

Accurate Neural Network Potential on PyTorch

Differentiable Fluid Dynamics Package

A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks

Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.

A large-scale benchmark for machine learning methods in fluid dynamics

Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube problems and plane stress linear elasticity boundary value problems

Pytorch differentiable molecular dynamics

This is an on-CPU real-time conversational system for two-way speech communication with AI models, utilizing a continuous streaming architecture for fluid conversations with immediate responses and natural interruption handling.

compressing physics with neural networks

A pytorch implementaion of physics informed neural networks for two dimensional NS equation

Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.

Reinforcement Learning for Molecular Design Guided by Quantum Mechanics

Atoms In Molecules Neural Network Potential

AI-enhanced computational chemistry

Auto-differentiable and hardware-accelerated force density method

Source code for "Molecular Mechanics-Driven Graph Neural Network with Multiplex Graph for Molecular Structures"