2 papers
cs.LG2023
Search Strategies for Self-driving Laboratories with Pending Experiments
Hao Wen, Jakob Zeitler, Connor Rupnow
Self-driving laboratories (SDLs) consist of multiple stations that perform material synthesis and characterisation tasks. To minimize station downtime and maximize experimental thr…
cond-mat.mtrl-sci2021
Advancing the Pareto front for thin-film materials using a self-driving laboratory
Benjamin P. MacLeod, Fraser G. L. Parlane, Connor C. Rupnow +13
Useful materials must satisfy multiple objectives, where the optimization of one objective is often at the expense of another. The Pareto front reports the optimal trade-offs betwe…