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Starred repositories
Implementation of a (autoregressive) transformer quantum state that can be pretrained with data from quantum simulators
Open Source Landscapes and Insights Produced by AntOSS
Define, Prompt and Test MCP enabled Agents and Workflows
Distributed K-FAC preconditioner for PyTorch
A python library for calculating materials properties from the PES
PaddleCFD is a deep learning toolkit for surrogate modeling, equation discovery, shape optimization and flow-control strategy discovery in the field of fluid mechanics.
PaddleMaterials is a data-mechanism dual-driven, foundation model development and deployment, end to end toolkit based on PaddlePaddle deep learning framework for materials science and engineering.
Second Order Optimization and Curvature Estimation with K-FAC in JAX.
Efficient and Accurate Neural-Network Ansatz for Quantum Monte Carlo
A python wrapper for doing ED calculations on many-body systems
Official implementation of MatterGen -- a generative model for inorganic materials design across the periodic table that can be fine-tuned to steer the generation towards a wide range of property c…
finite element analysis for continuum mechanics of solid bodies
Differentiable Finite Element Method with JAX
GPU accelerated differentiable finite elements for solid mechanics with PyTorch
An extremely fast Python package and project manager, written in Rust.
Model Context Protocol Servers
Cline中文汉化版，Cline是一款在您的 IDE 中运行的自主编程助手，经您许可后可以创建/编辑文件、运行命令、使用浏览器等功能。
A deep learning empowered open-source platform for reacting flow simulations
Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023
Next generation FEniCS problem solving environment
A PyTorch Library for Multi-Task Learning
We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation property of cPINN is obtained by enforcing the flux continui…
OpenFOAM Foundation development repository
A flexible framework for solving PDEs with modern spectral methods.
Official git repository of Elmer FEM software
A 15TB Collection of Physics Simulation Datasets