Author

Helen Mary Ginn

Universität HamburgORCID 0000-0002-7894-4939Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Assay:electronic health records· 1 Research Focus:protein folding & dynamics· 1 Research Focus:protein structure prediction· 1 Assay:structural biology· 1

Frequent Co-Authors

Briony A. YorkeiD· 1 shared James M. HoltoniD· 1 shared Mehagan Susan HopkinsiD· 1 shared Pavel V. AfonineiD· 1 shared Thomas C. TerwilligeriD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 6 mutual co-author links

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1 shared paperBiophysics

Briony A. YorkeORCID

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2 papers

Recent·Most cited

BiophysicsbioRxivPreprintFeb 22, 2026

The Untangle Challenge for accurate ensemble models

Mehagan Susan Hopkins, Thomas C. Terwilliger, Pavel V. Afonine…·James M. Holton

The paper identifies density misfit barrier traps that limit macromolecular model accuracy and introduces a synthetic dataset to challenge and improve ensemble refinement algorithms.

1 citation

electronic health recordsdeep learning

𝕏 PostBluesky

BiophysicsCommunications ChemistryPeer-reviewedNov 25, 2025

Calculation of minimum energy pathways in transport proteins.

Briony A. Yorke, Helen Mary Ginn

The paper introduces a computational method to calculate minimum energy pathways in transport proteins, providing mechanistic insights into conformational changes in three membrane transporter superfamilies.

1 citation

structural biologydeep learning

𝕏 PostBluesky