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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Journal Article
Hydrodynamic assembly of two-dimensional layered double hydroxide nanostructures
Jose, Nicholas A., Zeng, Hua Chun, Lapkin, Alexei A.
Published in Nature communications (21.11.2018)
Published in Nature communications (21.11.2018)
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Journal Article
A dynamic knowledge graph approach to distributed self-driving laboratories
Bai, Jiaru, Mosbach, Sebastian, Taylor, Connor J., Karan, Dogancan, Lee, Kok Foong, Rihm, Simon D., Akroyd, Jethro, Lapkin, Alexei A., Kraft, Markus
Published in Nature communications (23.01.2024)
Published in Nature communications (23.01.2024)
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Journal Article
From Platform to Knowledge Graph: Evolution of Laboratory Automation
Bai, Jiaru, Cao, Liwei, Mosbach, Sebastian, Akroyd, Jethro, Lapkin, Alexei A, Kraft, Markus
Published in JACS Au (28.02.2022)
Published in JACS Au (28.02.2022)
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Journal Article
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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Journal Article
Associative STDP-like learning of neuromorphic circuits based on polyaniline memristive microdevices
Prudnikov, Nikita V, Lapkin, Dmitry A, Emelyanov, Andrey V, Minnekhanov, Anton A, Malakhova, Yulia N, Chvalun, Sergey N, Demin, Vyacheslav A, Erokhin, Victor V
Published in Journal of physics. D, Applied physics (07.10.2020)
Published in Journal of physics. D, Applied physics (07.10.2020)
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Journal Article
Automation of route identification and optimisation based on data-mining and chemical intuition
Lapkin, A. A, Heer, P. K, Jacob, P.-M, Hutchby, M, Cunningham, W, Bull, S. D, Davidson, M. G
Published in Faraday discussions (21.09.2017)
Published in Faraday discussions (21.09.2017)
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Journal Article
Anti-plasmodial polyvalent interactions in Artemisia annua L. aqueous extract--possible synergistic and resistance mechanisms
Suberu, John O, Gorka, Alexander P, Jacobs, Lauren, Roepe, Paul D, Sullivan, Neil, Barker, Guy C, Lapkin, Alexei A
Published in PloS one (14.11.2013)
Published in PloS one (14.11.2013)
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Journal Article
Comparative Assessment of Technologies for Extraction of Artemisinin
Lapkin, Alexei A, Plucinski, Pawel K, Cutler, Malcolm
Published in Journal of natural products (Washington, D.C.) (01.11.2006)
Published in Journal of natural products (Washington, D.C.) (01.11.2006)
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Journal Article
Minor Product Polymerization Causes Failure of High-Current CO2‑to-Ethylene Electrolyzers
Kovalev, Mikhail K, Ren, Hangjuan, Zakir Muhamad, Marsha, Ager, Joel W, Lapkin, Alexei A
Published in ACS energy letters (11.02.2022)
Published in ACS energy letters (11.02.2022)
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