Author

Hengyi Xie

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Hengyi XieiD2 papers · Weill Cornell Medicine

Biology Disciplines

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Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:multiome· 1 Research Focus:protein folding & dynamics· 1 Approach:statistical model· 1 Assay:structural biology· 1

Frequent Co-Authors

George KhelashviliiD· 1 shared Harel WeinsteiniD· 1 shared Margarida Rosa· 1 shared Myongin OhiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

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4 top collaborators · 3 mutual co-author links

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1 shared paperBiophysics

George KhelashviliORCID

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2 papers

Recent·Most cited

BiophysicsJournal of Molecular BiologyPeer-reviewedApr 15, 2025

Recognition of specific PIP2-subtype composition triggers the allosteric control mechanism for selective membrane targeting of cargo loading and release functions of the intracellular sterol transporter StarD4

Hengyi Xie, Harel Weinstein

This study investigates how StarD4 recognizes PIP2 subtypes and how this recognition affects cholesterol transport kinetics through molecular dynamics and machine learning analysis.

3 citations

humanstructural biology

𝕏 PostBluesky

BiophysicsBiophysical JournalPeer-reviewedJun 25, 2024

Automated Collective Variable Discovery for MFSD2A transporter from molecular dynamics simulations

Myongin Oh, Margarida Rosa, Hengyi Xie, George Khelashvili

This paper develops and applies LDA-based methods to identify optimal collective variables from MD simulations of the MFSD2A transporter, improving the classification of metastable states.

6 citations

multiomemachine learning (classical)

𝕏 PostBluesky