Author

Youssef S. G. Nashed

SLAC National Accelerator LaboratoryORCID 0000-0001-6146-3939Unclaimed ORCID profile · follow to get notified of new preprints

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Biophysics· 1

Signature Assays, Organisms & Methods

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Assay:cryo-EM· 1 Approach:deep learning· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1

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Ariana PeckiD· 1 shared Axel LevyiD· 1 shared Daniel F. RatneriD· 1 shared Frédéric PoiteviniD· 1 shared Gordon WetzsteiniD· 1 shared Huanghao MaiiD· 1 shared Julien MarteliD· 1 shared Nina MiolaneiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBiophysics

Ariana PeckORCID

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1 paper

Recent·Most cited

BiophysicsbioRxivPreprintJul 27, 2025

Unsupervised learning of structural variability in cryo-EM data using normal mode analysis of deformable atomic models

Youssef S. G. Nashed, Julien Martel, Ariana Peck…·Frédéric Poitevin

The paper introduces an unsupervised method to analyze structural variability in cryo-EM data by deforming atomic models using normal mode analysis directly against 2D data, improving accuracy and interpretability.

DOI 10.1101/2025.07.27.666683

cryo-EMdeep learning

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