ARChemist: Autonomous Robotic Chemistry System Architecture
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Abstract (arXiv)
Automated laboratory experiments have the potential to propel new discoveries, while increasing reproducibility and improving scientists' safety when handling dangerous materials. However, many automated laboratory workflows have not fully leveraged the remarkable advancements in robotics and digital lab equipment. As a result, most robotic systems used in the labs are programmed specifically for a single experiment, often relying on proprietary architectures or using unconventional hardware. In this work, we tackle this problem by proposing a novel robotic system architecture specifically designed with and for chemists, which allows the scientist to easily reconfigure their setup for new experiments. Specifically, the system's strength is its ability to combine together heterogeneous robotic platforms with standard laboratory equipment to create different experimental setups. Finally, we show how the architecture can be used for specific laboratory experiments through case studies such as solubility screening and crystallisation.
Key facts. Cited by 9 papers in the map (data through 7 Oct 2026). First posted on arXiv 28 Apr 2022.
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Citing papers per year: 2022: 1; 2023: 2; 2024: 2; 2025: 3; 2026: 1.
9 papers.
- 2024ORGANA: A Robotic Assistant for Automated Chemistry Experimentation and Characterizationcited by 60
- 2025RoboChemist: Long-Horizon and Safety-Compliant Robotic Chemical Experimentationcited by 9
- 2023ChemGymRL: An Interactive Framework for Reinforcement Learning for Digital Chemistrycited by 3
- 2025Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratoriescited by 2
- 2025Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agentscited by 2
- 2022Accelerating Laboratory Automation Through Robot Skill Learning For Sample Scrapingcited by 1
- 2023Fluid Viscosity Prediction Leveraging Computer Vision and Robot Interactioncited by 1
- 2024LucidGrasp: Robotic Framework for Autonomous Manipulation of Laboratory Equipment with Different Degrees of Transparency via 6D Pose Estimationcited by 0
- 2026Human-Aware Robot Behaviour in Self-Driving Labscited by 0
- 2026Human-Aware Robot Behaviour in Self-Driving Labs9 Mar 2026
- 2025Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents20 Oct 2025
- 2025RoboChemist: Long-Horizon and Safety-Compliant Robotic Chemical Experimentation10 Sep 2025
- 2025Chemist Eye: A Visual Language Model-Powered System for Safety Monitoring and Robot Decision-Making in Self-Driving Laboratories7 Aug 2025
- 2024LucidGrasp: Robotic Framework for Autonomous Manipulation of Laboratory Equipment with Different Degrees of Transparency via 6D Pose Estimation10 Oct 2024
- 2024ORGANA: A Robotic Assistant for Automated Chemistry Experimentation and Characterization13 Jan 2024
- 2023Fluid Viscosity Prediction Leveraging Computer Vision and Robot Interaction4 Aug 2023
- 2023ChemGymRL: An Interactive Framework for Reinforcement Learning for Digital Chemistry23 May 2023
- 2022Accelerating Laboratory Automation Through Robot Skill Learning For Sample Scraping29 Sep 2022