21 citations · 72 across the 12 of their papers we have counts for
4 papers · 1 filter
RECOVER: sequential model optimization platform for combination drug repurposing identifies novel synergistic compounds in vitro
Paul Bertin, Jarrid Rector-Brooks, Deepak Sharma +17
For large libraries of small molecules, exhaustive combinatorial chemical screens become infeasible to perform when considering a range of disease models, assay conditions, and dos…
Utilising Graph Machine Learning within Drug Discovery and Development
Thomas Gaudelet, Ben Day, Arian R. Jamasb +11
Graph Machine Learning (GML) is receiving growing interest within the pharmaceutical and biotechnology industries for its ability to model biomolecular structures, the functional r…
A Mean-Field Approach to Evolving Spatial Networks, with an Application to Osteocyte Network Formation
Jake P. Taylor-King, David Basanta, S. Jonathan Chapman +1
We consider evolving networks in which each node can have various associated properties (a state) in addition to those that arise from network structure. For example, each node can…
From birds to bacteria: generalised velocity jump processes with resting states
Jake P. Taylor-King, Emiel van Loon, Gabriel Rosser +1
There are various cases of animal movement where behaviour broadly switches between two modes of operation, corresponding to a long distance movement state and a resting or local m…