Kulikova, Anastasiya V.

Learning the local landscape of protein structures with convolutional neural networks

Kulikova, A. V., Diaz, D. J., Loy, J. M., Ellington, A. D., & Wilke, C. O. (2021) · Journal of Biological Physics

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 23

Two sequence- and two structure-based ML models have learned different aspects of protein biochemistry

Kulikova, A. V., Diaz, D. J., Chen, T., Cole, T. J., Ellington, A. D., & Wilke, C. O. (2023) · Scientific Reports

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 15

Semantic search using protein large language models detects class II microcins in bacterial genomes

Kulikova, A. V., Parker, J. K., Davies, B. W., & Wilke, C. O. (2024) · mSystems

Antimicrobial Peptides and ActivitiesMicrobial Natural Products and Biosynthesis

Cited by 10