Scientific reports
BEmXRD-Nets framework for novel machine learning models to predict crystal energy with diversity structures.
Samak Boonpan, Weerachai Sarakorn, Krailikhit Latpala, Pornpimon Boriwan, Pornjuk Srepusharawoot
Published: 202610.1038/s41598-025-33639-7
Abstract
This work proposes the BEmXRD-Nets framework, a novel machine learning framework that integrates fundamental atomic properties with learned embeddings from experimental X-ray diffraction (XRD) patterns to accurately predict the crystal energy in dive…
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