Self-driving laboratory platform for many-objective self-optimisation of polymer nanoparticle synthesis with cloud-integrated machine learning and orthogonal online analytics
Stephen T. Knox, Kai E. Wu, Nazrul Islam, Róisín A. O’Connell, Peter M. Pittaway, Kudakwashe E. Chingono, John Oyekan, George Panoutsos, Thomas W. Chamberlain, Richard A. Bourne, Nicholas J. Warren
Abstract
A self-driving laboratory, combining automated synthesis, characterisation, and cloud-based AI, was developed to optimise the synthesis of polymer nanoparticles by RAFT dispersion polymerisation.
Topics & Concepts
Cloud computingAnalyticsComputer scienceNanoparticlePolymerMaterials scienceNanotechnologyData scienceOperating systemComposite materialComputational Drug Discovery MethodsWater Quality Monitoring and Analysis