Machine learning meets continuous flow chemistry: Automated optimization towards the Pareto front of multiple objectives
Schweidtmann, Artur M., Clayton, Adam D., Holmes, Nicholas, Bradford, Eric, Bourne, Richard A., Lapkin, Alexei A.
Published in Chemical engineering journal (Lausanne, Switzerland : 1996) (15.11.2018)
Published in Chemical engineering journal (Lausanne, Switzerland : 1996) (15.11.2018)
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The effect of chemical representation on active machine learning towards closed-loop optimization
Pomberger, A, Pedrina McCarthy, A. A, Khan, A, Sung, S, Taylor, C. J, Gaunt, M. J, Colwell, L, Walz, D, Lapkin, A. A
Published in Reaction chemistry & engineering (30.05.2022)
Published in Reaction chemistry & engineering (30.05.2022)
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Highly selective Pd/titanate nanotube catalysts for the double-bond migration reaction
Torrente-Murciano, Laura, Lapkin, Alexei A., Bavykin, Dmitry V., Walsh, Frank C., Wilson, Karen
Published in Journal of catalysis (25.01.2007)
Published in Journal of catalysis (25.01.2007)
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Journal Article
CO2 hydrogenation to methanol on tungsten-doped Cu/CeO2 catalysts
Yan, Yong, Wong, Roong Jien, Ma, Zhirui, Donat, Felix, Xi, Shibo, Saqline, Syed, Fan, Qianwenhao, Du, Yonghua, Borgna, Armando, He, Qian, Müller, Christoph R., Chen, Wei, Lapkin, Alexei A., Liu, Wen
Published in Applied catalysis. B, Environmental (05.06.2022)
Published in Applied catalysis. B, Environmental (05.06.2022)
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Economically viable CO2 electroreduction embedded within ethylene oxide manufacturing
Barecka, Magda H, Ager, Joel W, Lapkin, Alexei A
Published in Energy & environmental science (01.01.2021)
Published in Energy & environmental science (01.01.2021)
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Towards circular economy: integration of bio-waste into chemical supply chain
Guo, Zhen, Yan, Ning, Lapkin, Alexei A
Published in Current opinion in chemical engineering (01.12.2019)
Published in Current opinion in chemical engineering (01.12.2019)
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Heterogeneous benzaldehyde nitration in batch and continuous flow microreactor
Russo, Danilo, Tomaiuolo, Giovanna, Andreozzi, Roberto, Guido, Stefano, Lapkin, Alexei A., Di Somma, Ilaria
Published in Chemical engineering journal (Lausanne, Switzerland : 1996) (01.12.2019)
Published in Chemical engineering journal (Lausanne, Switzerland : 1996) (01.12.2019)
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Efficient Syntheses of Biobased Terephthalic Acid, p‑Toluic Acid, and p‑Methylacetophenone via One-Pot Catalytic Aerobic Oxidation of Monoterpene Derived Bio‑p‑cymene
Tibbetts, Joshua D, Russo, Danilo, Lapkin, Alexei A, Bull, Steven D
Published in ACS sustainable chemistry & engineering (28.06.2021)
Published in ACS sustainable chemistry & engineering (28.06.2021)
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Feasibility of the Simultaneous Determination of Monomer Concentrations and Particle Size in Emulsion Polymerization Using in Situ Raman Spectroscopy
Houben, Claudia, Nurumbetov, Gabit, Haddleton, David, Lapkin, Alexei A
Published in Industrial & engineering chemistry research (30.12.2015)
Published in Industrial & engineering chemistry research (30.12.2015)
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Multi-objective Bayesian optimisation using q -noisy expected hypervolume improvement ( q NEHVI) for the Schotten–Baumann reaction
Zhang, Jiyizhe, Sugisawa, Naoto, Felton, Kobi C., Fuse, Shinichiro, Lapkin, Alexei A.
Published in Reaction chemistry & engineering (29.02.2024)
Published in Reaction chemistry & engineering (29.02.2024)
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