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Papers citing Digitizing Chemistry Using the Chemical Processing Unit: From Synthesis to Discovery

  1. Digitizing protocols into single reactors for the one-pot synthesis of nanomaterials

    Matter · 2023-06-12

    Hsin Wang, J. Sebastián Manzano, Philip J. Kitson, Margaret Mullin, Chang‐Gen Lin, Igor I. Slowing, Leroy Cronin

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  2. Robotic Modules for the Programmable Chemputation of Molecules and Materials

    ACS Central Science · 2023-07-26

    Daniel Salley, J. Sebastián Manzano, Philip J. Kitson, Leroy Cronin

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  3. Application of Artificial Intelligence in the Exploration and Optimization of Biomedical Nanomaterials

    Nano Biomedicine and Engineering · 2023-09-01

    Xiaoyang Zhu, Yan Li, Ning Gu

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  4. Exploration and Insights on Topology Adjustment of Giant Heterometallic Cages Featuring Inorganic Skeletons Assisted by Machine Learning

    Journal of the American Chemical Society · 2023-10-11

    Ming‐Hao Du, Yiheng Dai, Lin‐Peng Jiang, Yuming Su, Ming‐Qiang Qi, Cheng Wang, La‐Sheng Long, Lan‐Sun Zheng, Xiang‐Jian Kong

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  5. False Positives and the Challenge of Testing the Alien Hypothesis

    Astrobiology · 2023-11-01

    Searra Foote, Pritvik Sinhadc, Cole Mathis, Sara Imari Walker

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  6. Artificial neural networks in kinetic analysis of glass crystallization: The case of complex nucleation-growth mechanisms

    Journal of Non-Crystalline Solids · 2023-12-28

    Kristian Hovde Liland, Giorgio Luciano, Roman Svoboda

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  7. Application of object detection and action recognition toward automated recognition of chemical experiments

    Digital Discovery · 2024-01-01

    Ryosuke Sasaki, Mikito Fujinami, Hiromi Nakai

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  8. Automated processing of chromatograms: a comprehensive python package with a GUI for intelligent peak identification and deconvolution in chemical reaction analysis

    Digital Discovery · 2024-01-01

    Jan Obořil, Christian P. Haas, Maximilian Lübbesmeyer, Rachel Nicholls, Thorsten Gressling, Klavs F. Jensen, Giulio Volpin, Julius Hillenbrand

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  9. Certain Investigations on Machine Learning Models for Material Processing

    Springer proceedings in physics · 2024-01-01

    D Aarthi, S. Kannimuthu

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  10. Digital chemistry: navigating the confluence of computation and experimentation – definition, status quo, and future perspective

    Digital Discovery · 2024-01-01

    Stefan Bräse

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  11. Bringing digital synthesis to Mars

    Nature Synthesis · 2024-01-03

    Mark D. Symes, Leroy Cronin

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  12. Universal chemical programming language for robotic synthesis repeatability

    Nature Synthesis · 2024-01-11

    Robert Rauschen, Mason A. Guy, Jason E. Hein, Leroy Cronin

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  13. A dynamic knowledge graph approach to distributed self-driving laboratories

    Nature Communications · 2024-01-23

    Jiaru Bai, Sebastian Mosbach, Connor J. Taylor, Dogancan Karan, Kok Foong Lee, Simon D. Rihm, Jethro Akroyd, Alexei A. Lapkin, Markus Kraft

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  14. An integrated self-optimizing programmable chemical synthesis and reaction engine

    Nature Communications · 2024-02-09

    Artem I. Leonov, Alexander J. S. Hammer, Sławomir Lach, S. Hessam M. Mehr, Dario Caramelli, Davide Angelone, Aamir Khan, Steven O’Sullivan, Matthew Craven, Liam Wilbraham, Leroy Cronin

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  15. Automation of air-free synthesis

    Nature Reviews Chemistry · 2024-04-11

    Babak A. Mahjour, Connor W. Coley

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  16. Data-oriented protein kinase drug discovery

    European Journal of Medicinal Chemistry · 2024-04-15

    Elena Xerxa, Jürgen Bajorath

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  17. An Automated Robotic Interface for Assays: Facilitating Machine Learning in Drug Discovery by the Automation of Physicochemical Property Assays

    ACS Omega · 2024-05-24

    Newton Wu, Wenyi Wang, Dhireshan Gadiagellan, Mike Counsell, Nikkia K. Hamidi, Yuko Koike, Huy Quoc Nguyen

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  18. Progress in the Computer‐Aided Analysis in Multiple Aspects of Nanocatalysis Research

    Advanced Healthcare Materials · 2024-06-27

    Lin Fan, Yilei Shen, Doudou Lou, Ning Gu

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  19. THETA as an Efficient Cu-Binding Ligand for Manual and Automated “Click” Synthesis: the Rufinamide Case

    Organic Process Research & Development · 2024-07-15

    Aleksander Szkółka, Przemysław W. Szafrański, Patryk Kasza, Przemysław Talik, Mirosław Krośniak, Marek T. Cegla, Paweł Zajdel

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  20. Machine Learning Optimizing Enzyme/ZIF Biocomposites for Enhanced Encapsulation Efficiency and Bioactivity

    JACS Au · 2024-08-12

    Weibin Liang, Sisi Zheng, Ying Shu, Jun Huang

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  21. Use of Artificial Intelligence in Improving Coal Processing

    Coke and Chemistry · 2024-10-01

    V. I. Kotel’nikov, E. A. Ryazanova

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  22. Digital Fingerprinting of Complex Liquids Using a Reconfigurable Multi‐Sensor System with Foundation Models

    Advanced Science · 2024-10-07

    Gianmarco Gabrieli, Matteo Manica, Joris Cadow, Patrick Ruch

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  23. Roboticized AI-assisted microfluidic photocatalytic synthesis and screening up to 10,000 reactions per day

    Nature Communications · 2024-10-12

    Jia-Min Lu, Huifeng Wang, Qi-Hang Guo, Jianwei Wang, Tongtong Li, Kexin Chen, Mengting Zhang, Jianbo Chen, Qian-Nuan Shi, Yi Huang, Shao-Wen Shi, Guangyong Chen, Jian‐Zhang Pan, Zhan Ling Lu, Qun Fang

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  24. Application and integration of computer vision technologies for automated recognition and recording of chemical experiments

    Bulletin of the Chemical Society of Japan · 2024-10-23

    Ryosuke Sasaki, Mikito Fujinami, Hiromi Nakai

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  25. 3D printed sensors

    Elsevier eBooks · 2025-01-01

    Ajit Behera

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  26. Design and computational screening of high-energy, low-sensitivity bistetrazole-based energetic molecules

    RSC Advances · 2025-01-01

    Peihao Cheng, Yunhe Jin, Dongqi Wang, Shengyang Tao

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  27. Unified Language of Operation Units for Robot-Executable Synthesis Protocols

    Communications in computer and information science · 2025-01-01

    Yun Zhi Fu, Xiwen Liu

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  28. Artificial Intelligence Enabled Biomineralization for Eco‐Friendly Nanomaterial Synthesis: Charting Future Trends

    Nano Select · 2025-01-30

    Vaisali Chandrasekar, Anu Jayanthi Panicker, Ajay Vikram Singh, Jolly Bhadra, Kishor Kumar Sadasivuni, Omar M. Aboumarzouk, Abdulla Al Ansari, Sarada Prasad Dakua

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  29. OmicsCam Enables Trimodal Profiling of Mitochondrial Genome Editing

    Analytical Chemistry · 2025-03-25

    Guoqiang Zhou, Ting Li, Jingjing Du, Chengpeng He, Yu Pu Yang, Guanju Chen, Jie Li, Bin Shen, Weilin Pu, Jingwei Zhang, Zhenglong Gu

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  30. Artificial Intelligence Guided Single Atom Catalysts: From Precise Design to Industrial‐Grade Preparation

    Advanced Functional Materials · 2025-08-04

    Ting Ying, Rui Zhu, Yao Wang, Yongfa Zhu

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  31. Autonomous Materials Synthesis Laboratories: Integrating Artificial Intelligence with Advanced Robotics for Accelerated Discovery

    ChemRxiv · 2025-08-04

    Yuze Hao, Lan Duo, Jinlu He

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  32. Universal peptide synthesis via solid-phase methods fused with chemputation

    Nature Communications · 2025-08-08

    Jacopo Zero, Tristan J. Tyler, Leroy Cronin

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  33. Robot-assisted mapping of chemical reaction hyperspaces and networks

    Nature · 2025-09-24

    Yankai Jia, Rafał Frydrych, Yaroslav I. Sobolev, Wai‐Shing Wong, Bibek Prajapati, Daniel Matuszczyk, Yasemin Bilgi, Louis P. J.‐L. Gadina, Juan Carlos Ahumada, Galymzhan Moldagulov, Namhun Kim, Eric S. Larsen, Maxence Deschamps, Yanqiu Jiang, Bartosz A. Grzybowski

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  34. Artificial intelligence/machine learning of polymer materials and discovery chemistry

    MRS Bulletin · 2025-11-01

    Jihua Chen, Panagiotis Christakopoulos, Ilia N. Ivanov, Rama Krishnan Vasudevan, Rajeev Kumar, Bobby G. Sumpter, Rigoberto C. Advíncula

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  35. Data as a Key Resource in Catalysis: A Community Account

    ChemCatChem · 2025-12-01

    Pedro S.F. Mendes, Núria López, Sandip De, Rebecca Fushimi, Ramazan Yıldırım, Annette Trunschke

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  36. An Intelligent Management Model for College-Level Reagent Repositories in Universities

    Laboratories · 2025-12-12

    Chao Ma

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  37. Organic synthesis in the 21st century

    Elsevier eBooks · 2025-12-12

    Claudio Trombini

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  38. Automation and AI-Powered Prediction in Chromatographic Separation

    Accounts of Chemical Research · 2025-12-22

    Chengchun Liu, Fanyang Mo

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  39. Achieving Operational Universality through a Turing Complete Chemputer

    JACS Au · 2026-01-12

    Daniel Gahler, Dean Thomas, Sławomir Lach, Leroy Cronin

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  40. Machine Learning and Autonomous Systems for Accelerated Synthesis

    Annual Review of Analytical Chemistry · 2026-02-10

    Matthew A. McDonald, Klavs F. Jensen

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  41. ElectroChemputer with integrated monitoring for programmable electrochemistry

    Chem · 2026-02-23

    Melanie Guillén‐Soler, Robert Rauschen, Kristine Laws, Abhishek Sharma, Niclas Grocholski, Mark McNulty, Leroy Cronin

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  42. Design of sports training visualization method based on motion capture sensing and ultra multi-objective evolutionary algorithm

    International Journal of Systems Assurance Engineering and Management · 2026-03-16

    Huagang He, Yinghao Li, Beiyang Liu, Wangli Zhang

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  43. Coordination-Driven Self-Assembly of Arene–Ruthenium Complexes: From Design to Applications

    Inorganics · 2026-09-25

    Alaa Maatouk, Bruno Therrien

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  44. Leveraging the Synergy between Mechanistic Insight and Machine Learning for Predictive Structure–Performance Relationships in Organic Synthesis

    Accounts of Chemical Research · 2026-10-08

    Yi-Zhou Sun, Shuo‐Qing Zhang, Xin Hong

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