Author

C. B. Santiago

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Bioengineering· 1

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Organism:bacteria (other)· 1 Approach:machine learning (classical)· 1 Assay:protein structure· 1 Research Focus:variant effect prediction· 1

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D. D. Brauer· 1 shared D. Tullman-Ercek· 1 shared E. McCarthy· 1 shared M. B. Francis· 1 shared Z. N. Merz· 1 shared

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2021-2021 · peak 1/yr

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D. D. Brauer

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1 paper

Recent·Most cited

BioengineeringbioRxivPreprintDec 21, 2021

Comprehensive Fitness Landscape of a Multi-Geometry Protein Capsid Informs Machine Learning Models of Assembly

D. D. Brauer, C. B. Santiago, Z. N. Merz…·M. B. Francis

The paper generates fitness landscapes for two VLP capsid geometries and uses them to train machine learning models for predicting mutational effects on assembly.

DOI 10.1101/2021.12.21.473721

bacteria (other)protein structure