Author

Andrew Muenks

University of WashingtonORCID 0000-0002-1514-7991Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Assay:cryo-EM· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Research Focus:protein structure prediction· 1

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Daniel P. FarrelliD· 1 shared Frank DiMaioiD· 1 shared Guangfeng ZhouiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBiochemistry

Daniel P. FarrellORCID

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1 paper

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BiochemistryStructurePeer-reviewedJul 25, 2025

Automated identification of small molecules in cryo-electron microscopy data with density- and energy-guided evaluation

Andrew Muenks, Daniel P. Farrell, Guangfeng Zhou, Frank DiMaio

This paper introduces EMERALD-ID, a method for identifying small molecules in cryo-EM data, achieving 43% exact identification and 66% close identification of common ligands.

1 citation

cryo-EMdeep learning

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