Author

A. T. Dawes

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Biophysics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

B. E. Bannish· 1 shared C. Copos· 1 shared K. Gasior· 1 shared M. W. Rostami· 1 shared R. L. Pinals· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBiophysics

B. E. Bannish

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1 paper

Recent·Most cited

Bridging global actin network patterns to local molecular dynamics: a combined modeling and machine learning framework

M. W. Rostami, B. E. Bannish, K. Gasior, R. L. Pinals, C. Copos, A. T. Dawes

The paper develops a combined modeling and machine learning framework to classify actin network structures by analyzing microscale dynamics and network geometry.

bioRxiv · Sep 6, 2022Biophysics