Author

Garrett Dildine

Northwestern UniversityORCID 0000-0003-0300-7067Unclaimed 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:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Ashty S. KarimiD· 1 shared Brenda M. WangiD· 1 shared Diwakar ShuklaiD· 1 shared Dylan M. BrowniD· 1 shared Holly M. EkasiD· 1 shared Jean‐François GaillardiD· 1 shared Julius B. LucksiD· 1 shared Michael C. JewettiD· 1 shared

Activity by Year

2025-2025 · 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

1 shared paperSynthetic Biology

Ashty S. KarimORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Synthetic BiologyNature CommunicationsPeer-reviewedDec 20, 2025

Active learning-guided optimization of cell-free biosensors for lead testing in drinking water

Brenda M. Wang, Nicole Chiang, Holly M. Ekas…·Michael C. Jewett

The paper develops a machine learning-guided workflow to optimize cell-free biosensors for detecting lead in drinking water, achieving sensitivity at the EPA action level and improved selectivity.

11 citations

proteomicsmachine learning (classical)

𝕏 PostBluesky