Author

C. M. Van Oort

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· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 2 Research Focus:drug response / drug discovery· 2 Assay:proteomics· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

J. B. Ferrell· 2 shared J. Li· 2 shared J. M. Remington· 2 shared S. Wshah· 2 shared M. J. Wargo· 1 shared M. Sharafi· 1 shared R. Aboushousha· 1 shared S. T. Schneebeli· 1 shared

Activity by Year

2020-2020 · peak 2/yr

Co-Author Collaboration Network

9 top collaborators · 36 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 papersBiophysics

J. B. Ferrell

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BiophysicsbioRxivPreprintNov 18, 2020

AMPGAN v2: Machine Learning Guided Discovery of Anti-Microbial Peptides

C. M. Van Oort, J. B. Ferrell, J. M. Remington…·J. Li

AMPGAN v2 generates novel antimicrobial peptides with higher precision and selectivity for resistant targets using a bidirectional conditional generative adversarial network.

DOI 10.1101/2020.11.18.388843

deep learningvariational autoencoder

𝕏 PostBluesky

BiophysicsbioRxivPreprintOct 2, 2020

A Generative Approach toward Precision Antimicrobial Peptide Design

J. B. Ferrell, J. M. Remington, C. M. Van Oort…·J. Li

This paper develops a generative model to design antimicrobial peptides with high activity and selectivity, validated through molecular simulations and experimental testing.

DOI 10.1101/2020.10.02.324087

proteomicsdeep learning

𝕏 PostBluesky