Author

R. L. Martineau

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Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Approach:deep learning· 1 Organism:E. coli· 1 Assay:imaging· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

A. V. Bayles· 1 shared C.-S. Hung· 1 shared K. G. Reyes· 1 shared M. E. Helgeson· 1 shared M. K. Gupta· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioengineering

A. V. Bayles

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1 paper

Recent·Most cited

Engineering Gelation Kinetics in Living Silk Hydrogels by Differential Dynamic Microscopy Microrheology and Machine Learning

R. L. Martineau, A. V. Bayles, C.-S. Hung, K. G. Reyes, M. E. Helgeson, M. K. Gupta

The paper develops a pipeline to engineer hydrogel gelation times using differential dynamic microscopy and Bayesian machine learning, showing gel time can be tuned independently of biological activity.

bioRxiv · May 15, 2021Bioengineering