Jake P. Taylor-King

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 6

Top Topics

Mathematical Model

Chemical Compounds

Machine Learning

Top Venues

Briefings Bioinform.

PLoS Comput. Biol.

Publications

Paul Scherer, Thomas Gaudelet, Alison Pouplin, Suraj M. S, Jyothish Soman, Lindsay Edwards, Jake P. Taylor-King
PyRelationAL: A Library for Active Learning Research and Development. CoRR (2022)
Paul Bertin, Jarrid Rector-Brooks, Deepak Sharma, Thomas Gaudelet, Andrew Anighoro, Torsten Gross, Francisco Martinez-Pena, Eileen L. Tang, Suraj M. S, Cristian Regep, Jeremy B. R. Hayter, Maksym Korablyov, Nicholas Valiante, Almer van der Sloot, Mike Tyers, Charles Roberts, Michael M. Bronstein, Luke L. Lairson, Jake P. Taylor-King, Yoshua Bengio
RECOVER: sequential model optimization platform for combination drug repurposing identifies novel synergistic compounds in vitro. CoRR (2022)
Thomas Gaudelet, Ben Day, Arian R. Jamasb, Jyothish Soman, Cristian Regep, Gertrude Liu, Jeremy B. R. Hayter, Richard Vickers, Charles Roberts, Jian Tang, David Roblin, Tom L. Blundell, Michael M. Bronstein, Jake P. Taylor-King
Utilizing graph machine learning within drug discovery and development. Briefings Bioinform. 22 (6) (2021)
Jake P. Taylor-King, Asbjørn Nilsen Riseth, Will Macnair, Manfred Claassen
Dynamic distribution decomposition for single-cell snapshot time series identifies subpopulations and trajectories during iPSC reprogramming. PLoS Comput. Biol. 16 (1) (2020)
Thomas Gaudelet, Ben Day, Arian R. Jamasb, Jyothish Soman, Cristian Regep, Gertrude Liu, Jeremy B. R. Hayter, Richard Vickers, Charles Roberts, Jian Tang, David Roblin, Tom L. Blundell, Michael M. Bronstein, Jake P. Taylor-King
Utilising Graph Machine Learning within Drug Discovery and Development. CoRR (2020)
Jake P. Taylor-King, Cristian Regep, Jyothish Soman, Flawnson Tong, Catalina Cangea, Charlie Roberts
Sparse Dynamic Distribution Decomposition: Efficient Integration of Trajectory and Snapshot Time Series Data. CoRR (2020)
Jake P. Taylor-King, Benjamin Franz, Christian A. Yates, Radek Erban
Mathematical Modelling of Turning Delays in Swarm Robotics. CoRR (2014)