/tools/SLICES

SLICES

xiaohang007/SLICES

138 stars53 forksPythonWebsiteAdded February 4, 2026
summary

SLICES is an innovative tool for encoding and decoding crystal structures, enabling the inverse design of solid-state materials with specific properties. It utilizes generative deep learning techniques to facilitate the creation of new materials, making it a valuable resource in computational chemistry and materials science.

description

SLICES: An Invertible, Invariant, and String-based Crystal Representation [2023, Nature Communications] MatterGPT, SLICES-PLUS

topics

crystallographydeep-learningmachine-learningmaterials-informaticsmaterials-sciencesmilescrystalrepresentation

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