Author

R. C. Gerkin

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Animal Behavior & Cognition· 2 Bioengineering· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Approach:graph neural network· 1 Research Focus:host-pathogen & immune response· 1 Organism:human· 1

Frequent Co-Authors

A. Arshamian· 1 shared A. B. Wiltschko· 1 shared A. Majid· 1 shared B. H. Smith· 1 shared B. K. Lee· 1 shared B. Sanchez-Lengeling· 1 shared C. M. Jernigan· 1 shared C. O'Meara· 1 shared

Activity by Year

2017-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 14 mutual co-author links

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1 shared paperAnimal Behavior & Cognition

A. Arshamian

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Author profile →

3 papers

Recent·Most cited

A deep learning and digital archaeology approach for mosquito repellent discovery

J. N. Wei, C. Ruiz, M. Vlot, B. Sanchez-Lengeling, B. K. Lee, L. Berning, M. W. Vos, R. W. Henderson, W. W. Qian, D. M. Ando, K. M. Groetsch, R. C. Gerkin, A. B. Wiltschko, J. A. Riffell, K. J. Dechering

The paper uses a deep learning approach to discover novel mosquito repellents by training a graph neural network on historical data and testing candidates in behavioral assays.

bioRxiv · Sep 1, 2022Bioengineering

The perception of odor pleasantness is shared across cultures

A. Arshamian, R. C. Gerkin, N. Kruspe, E. Wnuk, S. Floyd, C. O'Meara, G. G. Rodriguez, J. N. Lundstrom, J. D. Mainland, A. Majid

The study finds that odor pleasantness perception is largely universal, with molecular properties explaining most variance across cultures.

bioRxiv · Mar 1, 2021Animal Behavior & Cognition

SwarmSight: Real-Time Tracking of Insect Antenna Movements and Proboscis Extension Reflex using a Common Preparation and Conventional Hardware

J. Birgiolas, C. M. Jernigan, R. C. Gerkin, B. H. Smith, S. Crook

SwarmSight Appendage Tracking tracks insect antenna and proboscis movements in real-time using conventional hardware, revealing antennal retraction responses to odors.

bioRxiv · Sep 1, 2017Animal Behavior & Cognition