/tools/nequix

nequix

atomicarchitects/nequix

65 stars11 forksPythonWebsiteAdded February 5, 2026
summary

Nequix is a framework for training foundation models for materials science, focusing on interatomic potentials and phonon fine-tuning. It allows users to perform molecular simulations and property predictions using pre-trained models and custom datasets.

description

[NeurIPS'25 AI4Mat] Nequix: Training a foundation model for materials on a budget and [arXiv'26] Phonon fine-tuning (PFT)

topics

interatomic-potentialsmachine-learningmaterials-science

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