Article

AXIS: A Lab-in-the-Loop Machine Learning approach for generalized detection of macromolecular crystals

2025-11-03

Abstract excerpt

Macromolecular crystallography provides mechanistic understanding of biological processes and can be applied in drug design. Nowadays, the use of robotic systems for crystal growth and diffraction analysis is widespread and high throughput protein-to-structure pipelines for ligand and fragment screening are revolutionizing the field. However, the identification of crystals is still largely carried out through manu...

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Literature Corpus work: c9beae56-b643-5c16-a9d2-66ee61a727d5
DOI: 10.1101/2025.11.03.685844

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