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RESEARCH PAPER · Chemical Science · 2020

Digitising chemical synthesis in automated and robotic flow

Tomas Hardwick, Nisar Ahmed

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Digitising chemical synthesis in automated and robotic flowOriginalForgotten and forbidden chemical reactions revitalised through continuous flow technology51Organic synthesis via Kolbe and related non-Kolbe electrolysis: an enabling electro-strategy24Representing Catalytic and Processing Space in Methane Oxidation Reaction via Multioutput Machine Learning13Evolving scenario of big data and Artificial Intelligence (AI) in drug discovery138Machine‐Assisted Preparation of a Chiral Diamine Ligand Library and In Silico Screening Using Ab Initio Structural Parameters for Heterogeneous Chiral Catalysts4Fidelity of Robotic Chemical Operations of Homogenous and Heterogeneous Reactions1Towards 4th industrial revolution efficient and sustainable continuous flow manufacturing of active pharmaceutical ingredients56Renewable Electricity Enables Green Routes to Fine Chemicals and Pharmaceuticals22Applications, Tools and Technologies of Robotic Process Automation in Various Industries40Analytical Tools Integrated in Continuous-Flow Reactors: Which One for What?63Flow Chemistry: Sequential Flow Processes for the Synthesis of Heterocycles0Predicting Real‐Time Spectra from High‐Speed Imaging: An Ultrafast Machine Vision Framework for Online Optical Control in Microfluidics1Flow chemistry in the multi-step synthesis of natural products60Automated solution-phase multiplicative synthesis of complex glycans up to a 1,080-mer123Machine learning for yield prediction for chemical reactions using in situ sensors11Will the next generation of chemical plants be in miniaturized flow reactors?38Autonomous continuous flow reactor synthesis for scalable atom-precision26A field guide to flow chemistry for synthetic organic chemists393Synthesize in a Smart Way: A Brief Introduction to Intelligence and Automation in Organic Synthesis1A Brief Introduction to Chemical Reaction Optimization437Digital microfluidics-engaged automated enzymatic degradation and synthesis of oligosaccharides1Applications of Transmission Electron Microscopy in Phase Engineering of Nanomaterials82An Autonomous Electrochemical Discovery Robot that Utilises Probabilistic Algorithms: Probing the Redox Behaviour of Inorganic Materials16Scope of machine learning in materials research—A review230Electrochemical C−H/C−C Bond Oxygenation: A Potential Technology for Plastic Depolymerization13Valorisation de l'acide lévulinique par microfluidique : approches théoriques et expérimentales.0A robotic system for automated chemical synthesis of therapeutic agents4Autonomous closed-loop photochemical reaction optimization for the synthesis of various angiotensin II receptor blocker molecules7Race to the bottom: Bayesian optimisation for chemical problems76In flow only1Machine learning-guided strategies for reaction conditions design and optimization49Automation in electrifying flow organic synthesis2FlowMat: a toolbox for modeling flow reactors using physics-based and machine learning approaches for modular simulation, parameter identification, and reactor optimization2Novel methods of catalytic activation in flow0Artificial intelligence, computational tools and robotics for drug discovery, development, and delivery24Local reaction condition optimization via machine learning1Push button, automated flow synthesis of biaryls and stilbenes using palladium-catalysed cross-coupling reactions2Fast Oxidative Coupling Giving Functionalized Biaryls via Organocuprates1TideScript: A Domain Specific Language for Peptide Chemistry0Flow Electrophotocatalysis in Organic Synthesis: Advantages and Challenges6MODNet: A Monocular Object-Based Depth Estimation Network for AI Robotic Chemists2Organic synthesis in the 21st century0Combining high throughput and precision: millifluidic production of magnetic nanoparticles for biomedical applications0Technological innovations for continuous flow catalysis0Use of Machine Learning and Large Language Models in Chemical Information Extraction0Bio-Responsive optical materials from azo dye–metal coordination complexes: Design, functionality, and applications2A hierarchical task-skill autonomous decision-making framework for composite robots in chemical experiment operations0Microfluidics: A Scalable Solution to Data Challenges in Chemical AI0

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  1. Forgotten and forbidden chemical reactions revitalised through continuous flow technology

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  2. Organic synthesis via Kolbe and related non-Kolbe electrolysis: an enabling electro-strategy

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  3. Representing Catalytic and Processing Space in Methane Oxidation Reaction via Multioutput Machine Learning

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  4. Evolving scenario of big data and Artificial Intelligence (AI) in drug discovery

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  5. Machine‐Assisted Preparation of a Chiral Diamine Ligand Library and In Silico Screening Using Ab Initio Structural Parameters for Heterogeneous Chiral Catalysts

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    Tatsuya Kuremoto, Ren Sadatsune, Tomohiro Yasukawa, Yasuhiro Yamashita, Shū Kobayashi

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  6. Fidelity of Robotic Chemical Operations of Homogenous and Heterogeneous Reactions

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  7. Towards 4th industrial revolution efficient and sustainable continuous flow manufacturing of active pharmaceutical ingredients

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  8. Renewable Electricity Enables Green Routes to Fine Chemicals and Pharmaceuticals

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  9. Applications, Tools and Technologies of Robotic Process Automation in Various Industries

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  10. Analytical Tools Integrated in Continuous-Flow Reactors: Which One for What?

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  11. Flow Chemistry: Sequential Flow Processes for the Synthesis of Heterocycles

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  12. Predicting Real‐Time Spectra from High‐Speed Imaging: An Ultrafast Machine Vision Framework for Online Optical Control in Microfluidics

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  13. Flow chemistry in the multi-step synthesis of natural products

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    Li Qiang Wan, Gaopan Kong, Minjie Liu, Meifen Jiang, Dang Cheng, Fen‐Er Chen

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  14. Automated solution-phase multiplicative synthesis of complex glycans up to a 1,080-mer

    Nature Synthesis · 2022-09-29

    Wenlong Yao, De‐Cai Xiong, Yun Yang, Chunmei Geng, Zisen Cong, Feifei Li, Bohan Li, Xianjin Qin, Lina Wang, Wan‐Ying Xue, Nengfu Yu, Hanyu Zhang, Xia Wu, Miao Liu, Xin‐Shan Ye

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  15. Machine learning for yield prediction for chemical reactions using in situ sensors

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  16. Will the next generation of chemical plants be in miniaturized flow reactors?

    Lab on a Chip · 2022-10-12

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  17. Autonomous continuous flow reactor synthesis for scalable atom-precision

    Carbon Trends · 2022-12-06

    Bobby G. Sumpter, Kunlun Hong, Rama Krishnan Vasudevan, Ilia N. Ivanov, Rigoberto C. Advíncula

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  18. A field guide to flow chemistry for synthetic organic chemists

    Chemical Science · 2023-01-01

    Luca Capaldo, Zhenghui Wen, Timothy Noël

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  19. Synthesize in a Smart Way: A Brief Introduction to Intelligence and Automation in Organic Synthesis

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  20. A Brief Introduction to Chemical Reaction Optimization

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    Connor J. Taylor, Alexander Pomberger, Kobi Felton, Rachel Grainger, Magda H. Barecka, Thomas William Chamberlain, Richard A. Bourne, Christopher N. Johnson, Alexei A. Lapkin

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  21. Digital microfluidics-engaged automated enzymatic degradation and synthesis of oligosaccharides

    Frontiers in Bioengineering and Biotechnology · 2023-06-21

    Yunze Sun, Yiran Wu, Dachuan Ma, Jianjun Li, Xianming Liu, Yuanjiang You, Jun Lü, Zhen Liu, Xing Cheng, Yuguang Du

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  22. Applications of Transmission Electron Microscopy in Phase Engineering of Nanomaterials

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  23. An Autonomous Electrochemical Discovery Robot that Utilises Probabilistic Algorithms: Probing the Redox Behaviour of Inorganic Materials

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  25. Electrochemical C−H/C−C Bond Oxygenation: A Potential Technology for Plastic Depolymerization

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  26. Valorisation de l'acide lévulinique par microfluidique : approches théoriques et expérimentales.

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  27. A robotic system for automated chemical synthesis of therapeutic agents

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  28. Autonomous closed-loop photochemical reaction optimization for the synthesis of various angiotensin II receptor blocker molecules

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  29. Race to the bottom: Bayesian optimisation for chemical problems

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  30. In flow only

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  32. Automation in electrifying flow organic synthesis

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  37. Push button, automated flow synthesis of biaryls and stilbenes using palladium-catalysed cross-coupling reactions

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  40. Flow Electrophotocatalysis in Organic Synthesis: Advantages and Challenges

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