Author

Lucy Vost

University of OxfordORCID 0000-0002-3194-0172Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:drug response / drug discovery· 2 Research Focus:benchmarking· 1 Approach:diffusion model· 1 Approach:machine learning (classical)· 1 Assay:protein structure· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Charlotte Mary DeaneiD· 2 shared Payel DasiD· 2 shared Vijil ChenthamarakshaniD· 2 shared Anna CarberyiD· 1 shared F. von DelftiD· 1 shared Harold GrosjeaniD· 1 shared Jack ScantleburyiD· 1 shared Nathan BrowniD· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 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

2 shared papersBioinformatics

Charlotte Mary DeaneORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintSep 17, 2024

Improving Structural Plausibility in 3D Molecule Generation via Property-Conditioned Training with Distorted Molecules

Lucy Vost, Vijil Chenthamarakshan, Payel Das, Charlotte Mary Deane

The paper improves 3D molecule generation by conditioning diffusion models on distorted molecules to enhance structural plausibility and validity.

2 citations

diffusion modeldrug response / drug discovery

𝕏 PostBluesky

BioinformaticsbioRxivPreprintOct 28, 2022

A Step Towards Generalisability: Training a Machine Learning Scoring Function for Structure-Based Virtual Screening

Jack Scantlebury, Lucy Vost, Anna Carbery…·Charlotte Mary Deane

The paper develops a machine learning scoring function for virtual screening that avoids dataset biases and demonstrates its ability to identify important binding interactions through input attribution.

2 citations

protein structuremachine learning (classical)

𝕏 PostBluesky