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Adam Clayton
Adam Clayton
University Academic Fellow, University of Leeds
Bestätigte E-Mail-Adresse bei leeds.ac.uk - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Machine learning meets continuous flow chemistry: Automated optimization towards the Pareto front of multiple objectives
AM Schweidtmann, AD Clayton, N Holmes, E Bradford, RA Bourne, ...
Chemical Engineering Journal 352, 277-282, 2018
2942018
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
1202020
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
1142019
Simple and versatile laboratory scale CSTR for multiphasic continuous-flow chemistry and long residence times
MR Chapman, MHT Kwan, G King, KE Jolley, M Hussain, S Hussain, ...
Organic Process Research & Development 21 (9), 1294-1301, 2017
912017
Highly efficient aqueous phase reduction of nitroarenes catalyzed by phosphine-decorated polymer immobilized ionic liquid stabilized PdNPs
S Doherty, JG Knight, T Backhouse, A Bradford, F Saunders, RA Bourne, ...
Catalysis Science & Technology 8 (5), 1454-1467, 2018
662018
Kinetic treatments for catalyst activation and deactivation processes based on variable time normalization analysis
A Martínez‐Carrión, MG Howlett, C Alamillo‐Ferrer, AD Clayton, ...
Angewandte Chemie International Edition 58 (30), 10189-10193, 2019
532019
Automated multi-objective reaction optimisation: which algorithm should I use?
P Müller, AD Clayton, J Manson, S Riley, OS May, N Govan, S Notman, ...
Reaction Chemistry & Engineering 7 (4), 987-993, 2022
312022
Bayesian Self‐Optimization for Telescoped Continuous Flow Synthesis
AD Clayton, EO Pyzer‐Knapp, M Purdie, MF Jones, A Barthelme, J Pavey, ...
Angewandte Chemie 135 (3), e202214511, 2023
262023
Machine learning directed multi-objective optimization of mixed variable chemical systems
OJ Kershaw, AD Clayton, JA Manson, A Barthelme, J Pavey, P Peach, ...
Chemical Engineering Journal 451, 138443, 2023
242023
Self-optimising reactive extractions: towards the efficient development of multi-step continuous flow processes
AD Clayton, LA Power, WR Reynolds, C Ainsworth, DRJ Hose, MF Jones, ...
Journal of Flow Chemistry 10, 199-206, 2020
202020
Combination of chemocatalysis and biocatalysis in flow
AD Clayton, R Labes, AJ Blacker
Current Opinion in Green and Sustainable Chemistry 26, 100378, 2020
182020
A hybridised optimisation of an automated photochemical continuous flow reactor
JA Manson, AD Clayton, CG Niño, R Labes, TW Chamberlain, AJ Blacker, ...
Chimia 73 (10), 817-817, 2019
152019
Automated stopped-flow library synthesis for rapid optimisation and machine learning directed experimentation
C Avila, C Cassani, T Kogej, J Mazuela, S Sarda, AD Clayton, ...
Chemical Science 13 (41), 12087-12099, 2022
142022
Catalytic sp3–sp3 Functionalisation of Sulfonamides: Late‐Stage Modification of Drug‐Like Molecules
O Abdulla, AD Clayton, RA Faulkner, DM Gill, CR Rice, SM Walton, ...
Chemistry–A European Journal 23 (7), 1494-1497, 2017
82017
Selective separation of amines from continuous processes using automated pH controlled extraction
LA Power, AD Clayton, WR Reynolds, DRJ Hose, C Ainsworth, ...
Reaction Chemistry & Engineering 6 (10), 1806-1810, 2021
52021
Exploring the chemical space of phenyl sulfide oxidation by automated optimization
P Mueller, A Vriza, AD Clayton, OS May, N Govan, S Notman, SV Ley, ...
Reaction Chemistry & Engineering 8 (3), 538-542, 2023
42023
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
22021
Recent Developments in Reactor Automation for Multistep Chemical Synthesis
AD Clayton
Chemistry‐Methods 3 (12), e202300021, 2023
12023
A self-optimised approach to synthesising DEHiBA for advanced nuclear reprocessing, exploiting the power of machine-learning
T Shaw, AD Clayton, R Labes, TM Dixon, S Boyall, OJ Kershaw, ...
Reaction Chemistry & Engineering 9 (2), 426-438, 2024
2024
Adaptive mixed variable Bayesian self-optimisation of catalytic reactions
N Aldulaijan, JA Marsden, JA Manson, AD Clayton
Reaction Chemistry & Engineering 9 (2), 308-316, 2024
2024
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