Publications
2024
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A
Dynamic Knowledge Graph Approach to Distributed Self-Driving
Laboratories
Nature Communications
J. Bai, S. Mosbach, C. J. Taylor, D. Karan, K. F. Lee, S. D. Rihm, J. Akroyd, A. A. Lapkin, M. Kraft.
2023
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Accelerated
Chemical Reaction Optimization Using Multi-Task Learning
ACS Central Science
C. J. Taylor*, K. C. Felton, D. Wigh, M. L. Jeraal, R. Grainger, G. Chessari, C. N. Johnson, A. A. Lapkin. -
A
Brief Introduction to Chemical Reaction Optimization
Chemical Reviews
C. J. Taylor*, A. Pomberger, K. C. Felton, M. Barecka, R. Grainger, T. W. Chamberlain, R. A. Bourne, A. A. Lapkin. -
A
Scalable Palladium-Catalyzed C(sp3)-H Carbonylation of Alkylamines in Batch and
Continuous Flow
Organic Process Research & Development
J. Zakrezewski, C. J. Taylor, P. Yaseneva, M. J. Gaunt, A. A. Lapkin.
2022
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Modern
Advancements in Continuous-Flow Aided Kinetic Analysis
Reaction Chemistry & Engineering
C. J. Taylor, J. A. Manson, G. Clemens, B. A. Taylor, T. W. Chamberlain, R. A. Bourne. -
The
Effect of Chemical Representation on Supervised and Active Machine Learning
Towards Yield Prediction
Reaction Chemistry & Engineering
A. Pomberger, A. McCarthy, A. Khan, S. Sung, C. J. Taylor, M. J. Gaunt, L. Colwell, A. A. Lapkin.
2021
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An
Automated Computational Approach to Kinetic Model Discrimination and Parameter
Estimation
Reaction Chemistry & Engineering
C. J. Taylor, H. Seki, F. M. Dannheim, M. J. Willis, G. Clemens, B. A. Taylor, T. W. Chamberlain, R. A. Bourne. -
Flow
Chemistry for Process Optimisation using Design of Experiments
Journal of Flow Chemistry
C. J. Taylor, A. Baker, M. R. Chapman, W. R. Reynolds, K. E. Jolley, G. Clemens, B. A. Taylor, S. D. R. Christie, A. J. Blacker, T. W. Chamberlain, R. A. Bourne. -
A
Practical Experiment to Teach Students Continuous Flow and Physico-Chemical
Methods: Acetylation of Ethylene Diamine in Liquid Bi-phase
Journal of Flow Chemistry
M. Bayana, A. J. Blacker, A. D. Clayton, K. E. Jolley, R. Labes, C. J. Taylor, W. Reynolds. -
Autonomous
Optimisation of a Nanoparticle Catalysed Reduction Reaction in Continuous
Flow
Chemical Communications
B. L. Hall, C. J. Taylor, R. Labes, A. F. Massey, R. Menzel, R. A. Bourne, T. W. Chamberlain. -
The
Effect of Alternating Polarity on Synthetic Electrochemistry
Reaction Chemistry & Engineering
C. Schotten, C. J. Taylor, R. A. Bourne, T. W. Chamberlain, N. Kapur, B. N. Nguyen, C. E. Willans. -
Rapid,
Automated Determination of Reaction Models and Kinetic
Parameters
Chemical Engineering Journal
C. J. Taylor, M. Booth, J. A. Manson, M. J. Willis, G. Clemens, B. A. Taylor, T. W. Chamberlain, R. A. Bourne.
2020
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Automated
Self-Optimisation of Multi-Step Reaction and Separation Processes Using Machine
Learning
Chemical Engineering Journal
A. D. Clayton, A. M. Schweidtmann, G. Clemens, J. A. Manson, C. J. Taylor, C. G. Nino, T. W. Chamberlain, N. Kapur, A. J. Blacker, A. A. Lapkin, R. A. Bourne. -
Imino
Diels-Alder/Transition Metal Catalyzed Reactions to Synthesise Fused Ring
Heterocycles
Journal of Organometallic Chemistry
C. J. Taylor, A. Alter, C. M. Pask, V. Sridharan. -
A
Universal Reactor Platform for Batch and Flow: Application to Homogeneous and
Heterogeneous Hydrogenation
Reaction Chemistry & Engineering
F. Guan, N. Kapur, L. Sim, C. J. Taylor, J. Wen, X. Zhang, A. J. Blacker.
2019
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Algorithms
for the Self-Optimisation of Chemical Reactions
Reaction Chemistry & Engineering
A. D. Clayton‡, J. A. Manson‡, C. J. Taylor‡, T. W. Chamberlain, B. A. Taylor, G. Clemens, R. A. Bourne.