【[122星]TorchSim:基于PyTorch的原子级模拟引擎,为机器学习势能模型加速。亮点:1. GPU加速,实现高达100倍于传统ASE的速度提升;2. 自动批处理,支持同时运行多个模拟;3. 支持多种流行的MLIP模型,如MACE、Fairchem和SevenNet】
'TorchSim is a next-generation open-source atomistic simulation engine for the MLIP era. By rewriting the core primitives of atomistic simulation in Pytorch, it allows orders of magnitude acceleration of popular machine learning potentials.'
GitHub: github.com/Radical-AI/torch-sim
原子模拟 GPU加速 机器学习势能 AI创造营