Concepedia

Ethan C. Alley

EC

8

Publications

1.8K

Citations

8

H-Index

2019

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Harvard University

Center for Systems Biology

Max Planck Institute for Biology of Ageing

Boston University

Ethan C. Alley is an author at Massachusetts Institute of Technology specializing in computational biology, synthetic biology, and natural sciences.

Top concepts

EngineeringNatural SciencesMolecular BiologySynthetic BiologyProtein EngineeringComputational BiologyDeep LearningSystems BiologyBioinformaticsBiomolecular Engineering

Publications per year

2019–2022

8

Publications

8

Unified rational protein engineering with sequence-based deep representation learning

Ethan C. Alley, Grigory Khimulya, Surojit Biswas et al. · Nature Methods · 2019 · 1.1K citations · Full text

Engineering, Natural Sciences, Computational Biology +8

Low-N protein engineering with data-efficient deep learning

Surojit Biswas, Grigory Khimulya, Ethan C. Alley et al. · Nature Methods · 2021 · 392 citations

Engineering, Natural Sciences, Sparse Neural Network +8

Bidirectional contact tracing could dramatically improve COVID-19 control

William J. Bradshaw, Ethan C. Alley, Jonathan H. Huggins et al. · Nature Communications · 2021 · 161 citations · Full text

Low-N protein engineering with data-efficient deep learning

Surojit Biswas, Grigory Khimulya, Ethan C. Alley et al. · 2020 · 54 citations · Full text

Engineering, Machine Learning, Molecular Biology +20

Unified rational protein engineering with sequence-only deep representation learning

Ethan C. Alley, Grigory Khimulya, Surojit Biswas et al. · 2019 · 50 citations · Full text

Engineering, Structural Bioinformatics, Molecular Biology +18

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