Learn2Learn's repositories
autoreg-pde-diffusion
Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation
awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
finitevolume-python
Finite Volume simulation of the Kelvin-Helmholtz Instability
PINNpapers
Must-read Papers on Physics-Informed Neural Networks.
awesome-implicit-representations
A curated list of resources on implicit neural representations.
Castro
Castro (Compressible Astrophysics): An adaptive mesh, astrophysical compressible (radiation-, magneto-) hydrodynamics simulation code for massively parallel CPU and GPU architectures.
ChatGPT-Next-Web
One-Click to deploy your own ChatGPT web UI. 一键拥有你自己的 ChatGPT 网页服务。
DL_AMD
automatic model discovery
FLOWUnsteady
An interactional aerodynamics and acoustics solver for multirotor aircraft and wind energy
FluidX3D
The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL. Free for non-commercial use.
FPDE
FPDE, a sourrgate constraint of PINN
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
jax-cfd
Computational Fluid Dynamics in JAX
jinns
Physics Informed Neural Networks (PINNs) and Separable PINNs (SPINNs) with JAX 📓 Check out our various notebooks to get started ⚠️ Mirror repository of jinns (development happens on Gitlab)
machine-learning-and-simulation
All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
ML_Notes
机器学习算法的公式推导以及numpy实现
NeuralFoil
NeuralFoil is an airfoil aerodynamics analysis tool using physics-informed machine learning, in pure Python/NumPy.
NeuralPDE.jl
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
PhiFlow
A differentiable PDE solving framework for machine learning
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
spectralDNS
Spectral Navier Stokes (and similar) solvers in Python