Author

E. Cimen

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

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Plant Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

E. S. Buckler· 1 shared G. Hammer· 1 shared G. McLean· 1 shared G. Ramstein· 1 shared J. D. Washburn· 1 shared M. Cooper· 1 shared P. O'Briant· 1 shared T. Reeves· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperPlant Biology

E. S. Buckler

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1 paper

Recent·Most cited

Predicting phenotypes from genetic, environment, management, and historical data using CNNs

J. D. Washburn, E. Cimen, G. Ramstein, T. Reeves, P. O'Briant, G. McLean, M. Cooper, G. Hammer, E. S. Buckler

This paper uses CNNs to predict phenotypes from genetic, environmental, and management data, showing improved accuracy with pre-training on historical data.

bioRxiv · May 27, 2021Plant Biology