Author

Mark B Gerstein

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Biophysics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 1 Organism:human· 1 Approach:large language model· 1 Research Focus:protein folding & dynamics· 1 Assay:protein sequence· 1

Frequent Co-Authors

Matthew JenseniD· 1 shared Mor Frank· 1 shared Pengyu NiiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBiophysics

Matthew JensenORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BiophysicsbioRxivPreprintNov 21, 2023

Leveraging a large language model to predict protein phase transition: a physical, multiscale and interpretable approach

Mor Frank, Pengyu Ni, Matthew Jensen, Mark B Gerstein

This paper fine-tunes a large language model to predict protein phase transitions from sequence data and shows its utility in assessing sequence variants' effects on aggregation and droplet formation.

DOI 10.1101/2023.11.21.568125

humanprotein sequence

𝕏 PostBluesky