Concepedia

Grigory Khimulya

GK

7

Publications

2K

Citations

7

H-Index

2015

Active since

Affiliations

Harvard University(Current)

Vavilov Institute of General Genetics

Lomonosov Moscow State University

Moscow Institute of Physics and Technology

Massachusetts Institute of Technology

Grigory Khimulya is an author at Harvard University specializing in synthetic biology, computational biology, and natural sciences.

Top concepts

EngineeringSystems BiologyNatural SciencesMolecular BiologySynthetic BiologyProtein EngineeringComputational BiologyDeep LearningBioinformaticsFunctional Genomics

Publications per year

2015–2021

7

Publications

7

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

EpiFactors: a comprehensive database of human epigenetic factors and complexes

Yulia A. Medvedeva, Andreas Lennartsson, Rezvan Ehsani et al. · Database · 2015 · 308 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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