/tools/PaddleMaterials

PaddleMaterials

PaddlePaddle/PaddleMaterials

82 stars23 forksPythonAdded February 5, 2026
summary

PaddleMaterials is an end-to-end toolkit based on the PaddlePaddle deep learning framework, aimed at facilitating the discovery and development of new materials. It supports various tasks such as property prediction and structure generation, making it a valuable resource for researchers in materials science.

description

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.

topics

ai-for-materialsai-for-scienceaiforsciencedeep-learningmaterial-discoverymachine-learning-interatomic-potentialnmr-spectroscopyproperty-predictionstructure-generator

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