Learn2Learn's repositories

autoreg-pde-diffusion

Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation

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awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

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finitevolume-python

Finite Volume simulation of the Kelvin-Helmholtz Instability

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heat-pinn

A Physics-Informed Neural Network to solve 2D steady-state heat equation.

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PINNacle

Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.

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PINNpapers

Must-read Papers on Physics-Informed Neural Networks.

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PyDMD

Python Dynamic Mode Decomposition

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awesome-implicit-representations

A curated list of resources on implicit neural representations.

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Castro

Castro (Compressible Astrophysics): An adaptive mesh, astrophysical compressible (radiation-, magneto-) hydrodynamics simulation code for massively parallel CPU and GPU architectures.

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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。

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DL_AMD

automatic model discovery

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FLOWUnsteady

An interactional aerodynamics and acoustics solver for multirotor aircraft and wind energy

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FluidX3D

The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL. Free for non-commercial use.

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FPDE

FPDE, a sourrgate constraint of PINN

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graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

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jax-cfd

Computational Fluid Dynamics in JAX

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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)

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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)

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machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

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ML_Notes

机器学习算法的公式推导以及numpy实现

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NeuralFoil

NeuralFoil is an airfoil aerodynamics analysis tool using physics-informed machine learning, in pure Python/NumPy.

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NeuralPDE.jl

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

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PhiFlow

A differentiable PDE solving framework for machine learning

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Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

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spectralDNS

Spectral Navier Stokes (and similar) solvers in Python

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