Author

Jeffrey A. Drocco

Lawrence Livermore National LaboratoryORCID 0000-0002-4997-563XUnclaimed 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

Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:protein structure· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Mary S. Silva· 2 shared Adam T ZemlaiD· 1 shared Jonathan AlleniD· 1 shared Marisa W. Torres· 1 shared Sarah H. SandholtziD· 1 shared Sean C. Huckleberry· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 11 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

Mary S. Silva

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintMay 13, 2024

Classifying Genetic Interactions Using an HIV Experimental Study

Sean C. Huckleberry, Mary S. Silva, Jeffrey A. Drocco

The paper develops classification models to identify host genes crucial for HIV and Sars-CoV-2 life cycles, using graph embeddings and Siamese networks to predict gene interactions.

DOI 10.1101/2024.05.13.594050

humandeep learning

𝕏 PostBluesky

BioinformaticsACS OmegaPeer-reviewedJun 6, 2023

A Computational Pipeline to Identify and Characterize Binding Sites and Interacting Chemotypes in SARS-CoV-2

Sarah H. Sandholtz, Jeffrey A. Drocco, Adam T Zemla…·Jonathan Allen

This paper introduces a computational pipeline to identify and characterize binding sites and interacting chemotypes in SARS-CoV-2 proteins using structural modeling and cheminformatic techniques.

4 citations

virusprotein structure

𝕏 PostBluesky