Author

Elizabeth A. Lewis

Johns Hopkins University Applied Physics LaboratoryORCID 0000-0001-6520-5988Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Synthetic Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:protein sequence· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Arturo CasadevalliD· 1 shared Daniel BermaniD· 1 shared Daniel F. Q. SmithiD· 1 shared Laura J. DunphyiD· 1 shared Olivia N. TiburziiD· 1 shared Tom D. Curtis· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 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 paperSynthetic Biology

Arturo CasadevallORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Synthetic BiologyPLoS Computational BiologyPeer-reviewedJun 15, 2026

Fung-AI: An AI/ML-driven pipeline for antifungal peptide discovery

Daniel Berman, Elizabeth A. Lewis, Tom D. Curtis…·Laura J. Dunphy

The paper presents a generative AI pipeline for discovering antifungal peptides, identifying five with activity against fungal pathogens and low cytotoxicity.

5 citationstop 1%

protein sequencedeep learning

𝕏 PostBluesky