Automated self-optimisation of multi-step reaction and separation processes using machine learning AD Clayton, AM Schweidtmann, G Clemens, JA Manson, CJ Taylor, ... Chemical Engineering Journal 384, 123340, 2020 | 123 | 2020 |
Algorithms for the self-optimisation of chemical reactions AD Clayton, JA Manson, CJ Taylor, TW Chamberlain, BA Taylor, ... Reaction Chemistry & Engineering 4 (9), 1545-1554, 2019 | 114 | 2019 |
A brief introduction to chemical reaction optimization CJ Taylor, A Pomberger, KC Felton, R Grainger, M Barecka, ... Chemical Reviews 123 (6), 3089-3126, 2023 | 91 | 2023 |
Rapid, automated determination of reaction models and kinetic parameters CJ Taylor, M Booth, JA Manson, MJ Willis, G Clemens, BA Taylor, ... Chemical Engineering Journal 413, 127017, 2021 | 51 | 2021 |
Alternating polarity for enhanced electrochemical synthesis C Schotten, CJ Taylor, RA Bourne, TW Chamberlain, BN Nguyen, ... Reaction Chemistry & Engineering 6 (1), 147-151, 2021 | 40 | 2021 |
Flow chemistry for process optimisation using design of experiments CJ Taylor, A Baker, MR Chapman, WR Reynolds, KE Jolley, G Clemens, ... Journal of Flow Chemistry 11, 75-86, 2021 | 39 | 2021 |
The effect of chemical representation on active machine learning towards closed-loop optimization A Pomberger, AAP McCarthy, A Khan, S Sung, CJ Taylor, MJ Gaunt, ... Reaction Chemistry & Engineering 7 (6), 1368-1379, 2022 | 32 | 2022 |
Accelerated chemical reaction optimization using multi-task learning CJ Taylor, KC Felton, D Wigh, MI Jeraal, R Grainger, G Chessari, ... ACS Central Science 9 (5), 957-968, 2023 | 29 | 2023 |
Autonomous optimisation of a nanoparticle catalysed reduction reaction in continuous flow BL Hall, CJ Taylor, R Labes, AF Massey, R Menzel, RA Bourne, ... Chemical Communications 57 (40), 4926-4929, 2021 | 22 | 2021 |
Modern advancements in continuous-flow aided kinetic analysis CJ Taylor, JA Manson, G Clemens, BA Taylor, TW Chamberlain, ... Reaction Chemistry & Engineering 7 (5), 1037-1046, 2022 | 19 | 2022 |
An automated computational approach to kinetic model discrimination and parameter estimation CJ Taylor, H Seki, FM Dannheim, MJ Willis, G Clemens, BA Taylor, ... Reaction Chemistry & Engineering 6 (8), 1404-1411, 2021 | 17 | 2021 |
A universal reactor platform for batch and flow: application to homogeneous and heterogeneous hydrogenation F Guan, N Kapur, L Sim, CJ Taylor, J Wen, X Zhang, AJ Blacker Reaction Chemistry & Engineering 5 (10), 1903-1908, 2020 | 13 | 2020 |
Imino Diels-Alder/transition metal catalyzed reactions to synthesise fused ring heterocycles CJ Taylor, A Alter, CM Pask, V Sridharan Journal of Organometallic Chemistry 913, 121197, 2020 | 3 | 2020 |
Scalable Palladium-Catalyzed C (sp3)–H Carbonylation of Alkylamines in Batch and Continuous Flow J Zakrzewski, P Yaseneva, CJ Taylor, MJ Gaunt, AA Lapkin Organic Process Research & Development 27 (4), 649-658, 2023 | 2 | 2023 |
A practical experiment to teach students continuous flow and physico-chemical methods: acetylation of ethylene diamine in liquid bi-phase M Bayana, AJ Blacker, AD Clayton, KE Jolley, R Labes, CJ Taylor, ... Journal of Flow Chemistry 11, 31-36, 2021 | 2 | 2021 |
A dynamic knowledge graph approach to distributed self-driving laboratories J Bai, S Mosbach, CJ Taylor, D Karan, KF Lee, SD Rihm, J Akroyd, ... Nature Communications 15 (1), 462, 2024 | 1 | 2024 |
Research Data supporting" A Dynamic Knowledge Graph Approach to Distributed Self-Driving Laboratories" J Bai, S Mosbach, CJ Taylor, D Karan, KF Lee, SD Rihm, J Akroyd, ... | 1 | 2023 |
From Platform to Knowledge Graph: Distributed Self-Driving Laboratories J Bai, S Mosbach, C Taylor, D Karan, KF Lee, S Rihm, J Akroyd, ... 2023 AIChE Annual Meeting, 2023 | 1 | 2023 |
From Platform to Knowledge Graph: Distributed Self-Driving Laboratories M Kraft, J Bai, S Mosbach, C Taylor, D Karan, KF Lee, S Rihm, J Akroyd, ... | 1 | 2023 |
Automated, computational approaches to kinetic model and parameter determination CJ Taylor University of Leeds, 2020 | 1 | 2020 |