Shypd.aiThe largest open index of AI toolsMatterSim is a scientific computing tool that provides a deep learning atomistic model. It simulates materials across various elements, temperatures, and pressures, offering pre-trained models for material behavior prediction.
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MatterSim is a deep learning atomistic model developed by Microsoft, designed for simulating materials across a wide range of elements, temperatures, and pressures. It enables researchers and scientists to predict and analyze material behavior using advanced deep learning techniques. The tool offers two pre-trained models, MatterSim-v1.0.0-1M and MatterSim-v1.0.0-5M, based on the M3GNet architecture, with the larger version providing higher accuracy. Users can install MatterSim via PyPI or from source, and it supports finetuning on custom datasets. While primarily for bulk materials, it can be fine-tuned for specific applications like surfaces or interfaces.
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