Papers citing Review of low-cost self-driving laboratories in chemistry and materials science: the “frugal twin” concept
Streamlined Work‐Up for High‐Throughput Experimentation Using Automated Filtration
Chemistry - Methods · 2025
Gregory Gaube, Gilian T. Thomas
Read original paper ↗ ·Automated closed-loop continuous flow block copolymer synthesizer
Chemical Science · 2025
WeiNian Wong, Daniel J. Phillips, Taifur Rahman, Tanja Junkers
Read original paper ↗ ·Computer vision for high-throughput materials synthesis: a tutorial for experimentalists
Digital Discovery · 2025
Madeleine A. Gaidimas, Abhijoy Mandal, Pan Chen, Shi Xuan Leong, G. C. Kim, Akshay Talekar, Kent O. Kirlikovali, Kourosh Darvish, Omar K. Farha, Varinia Bernales, Alán Aspuru‐Guzik
Read original paper ↗ ·A software framework for translating literature-derived χDL procedures into execution-format programs on the Chemspeed automation platform
Digital Discovery · 2026
Yuuya Nagata, Kojiro Machi, Seiji Akiyama, Masaharu Yoshioka
Read original paper ↗ ·Accelerated materials discovery through random-library exploration by automated scanning transmission electron microscopy
Digital Discovery · 2026
Boris N. Slautin, Kamyar Barakati, Utkarsh Pratiush, Christopher D. Lowe, Catherine Bodinger, Brandi Michelle Cossairt, Mahshid Ahmadi, Austin Houston, Timur Bazhirov, Jaehyung Lee, Kamal Choudhary, Gerd J. Duscher, Sergei V. Kalinin
Read original paper ↗ ·Accelerating catalytic advancements through the precision of high-throughput experiments & calculations
Digital Discovery · 2026
Jenny G. Vitillo, Alán Aspuru‐Guzik, Eric J. Doskocil, Omar K. Farha, Timur İslamoğlu, Heather J. Kulik, Peter M. Margl, Stuart Miller, Jordan C. T. Reddel, Aayush R. Singh, Varinia Bernales
Read original paper ↗ ·AI-Driven Optimization of Polymer Structure
Engineering materials · 2026
Shakti P. Padhy, Jiaojiao Wang, Anshul Baral, Raj Kiran
Read original paper ↗ ·Can we automate scientific reasoning in closed-loop experiments using large language models?
Digital Discovery · 2026
A. Cisse, Max Cooper, Mengjia Zhu, Xenophon Evangelopoulos, Andrew Ian Cooper
Read original paper ↗ ·Multi-task scheduling of self-driving laboratories under scientific constraints
Chemical Science · 2026
Junyi Zhou, Luyao Ge, Xiaobo Li, Lulu Guo, Linjiang Chen, Jun Jiang, Weiwei Shang
Read original paper ↗ ·Navigating the landscape of modular reconfigurable laboratory automation in chemistry
Digital Discovery · 2026
Rodrigo Moreno, Jonas Jensen, Andrés Faíña, Kasper Støy
Read original paper ↗ ·Qubots: open-source modular laboratory robots as building blocks for flexible assembly of self-driving labs
Digital Discovery · 2026
Pablo Quijano Velasco, Chang Jie Leong, Eleen H. H. Koay, Kedar Hippalgaonkar, Jayce Jian Wei Cheng
Read original paper ↗ ·Shifting the educational paradigm: Discovering concepts and connections
Elsevier eBooks · 2026
Krishna Rajan
Read original paper ↗ ·Toward self-driving laboratory 2.0 for chemistry and materials discovery
Materials Horizons · 2026
Heeseung Lee, Hyuk Jun Yoo, Hye Su Jang, Byeongho Park, Yang Jeong Park, Sang Soo Han
Read original paper ↗ ·Advanced frugal methodology for accessible precision materials processing and characterization
Materials & Design · 2026
Jun Hyun Park, Ho Jun Jin, Simon Kim, Su Eon Lee, Young Chun Ko, Jang Hwan Kim, Bong Hoon Kim
Read original paper ↗ ·Self‐Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers
Advanced Intelligent Discovery · 2026
Guoyue Xu, Renzheng Zhang, Tengfei Luo
Read original paper ↗ ·Bringing ML to the real world: Rewards are all we need
APL Machine Learning · 2026
Sergei V. Kalinin, Boris N. Slautin, Yu Liu, Mahshid Ahmadi, Kamyar Barakati, N. M. Anoop Krishnan, Heng Ji, Charles Qing Cao, Raymundo Arróyave
Read original paper ↗ ·Accelerated Emergence of Self-Driving Laboratories for Accelerating Materials Discovery
ACS Central Science · 2026
Amanda K. Brown, Abhishek Soni, Daniel Lin, Curtis P. Berlinguette
Read original paper ↗ ·Autonomous Synthesis of Nanoparticles with Target Scattering Patterns
ACS Nano · 2026
Andy S. Anker, Jonas Jensen, Miguel Gonzalez-Duque, Rodrigo Moreno, Aleksandra Smolska, Mikkel Juelsholt, Vincent Hardion, Mads R. V. Jørgensen, Andrés Faíña, Jonathan Quinson, Kasper Støy, Tejs Vegge
Read original paper ↗ ·Pondering the Future of Chemical Research Amid the Wider Adoption of Artificial Intelligence Technologies
Chemistry - A European Journal · 2026
Daniil A. Boiko, Mikhail V. Polynski
Read original paper ↗ ·The ADePT framework for assessing autonomous laboratory robotics
Communications Chemistry · 2026
Pablo José Salazar Villacis, Brahim Benyahia
Read original paper ↗ ·A Purpose-Built Open Source Liquid Handler for Industry-Class Automated Experiments
bioRxiv (Cold Spring Harbor Laboratory) · 2026
Stefan M. Golas, Bryant Gill, Kyle Wardlow, Aidan Baydush, Johannes Linzbach, Emma J. Chory
Read original paper ↗ ·From Data to Discovery: Challenges and Solutions in AI-Driven Materials Science
Journal of the Physical Society of Japan · 2026
Hieu‐Chi Dam, Hiori Kino, Takashi Miyake
Read original paper ↗ ·Computer vision for efficient object detection and segmentation in molecular image analysis
Journal of Materials Informatics · 2026
Shaoxuan Yuan, Zhiwen Zhu, Jiayi Lu, Liangliang Cai, Qiang Sun
Read original paper ↗ ·Sustainable Materials Design With Multi‐Modal Artificial Intelligence
Advanced Science · 2026
Tianyi Xu, Tianshuo Wei, Yan Ge, Bo Peng, Yue Li, Maolin Wang, Peng Wen, CD Yang, Ye Wei
Read original paper ↗ ·Self-driving manufacturing labs: A conceptual framework and implementation case studies
Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture · 2026
Prashiddhi Pokhrel, Amir Kordijazi
Read original paper ↗ ·Assessing Digital Transformation Readiness in Science and Education: Towards an Integrated Science-Education-Society Ecosystem
Beijing international review of education · 2026
Shakir Mehdiyev, Tahmasib Kh. Fataliyev
Read original paper ↗ ·Real-time Multi-instrument Autonomous Materials Screening for Discovery of Novel Phase-change Memory Materials
Research Square · 2026
Ichiro Takeuchi, Chih‐Yu Lee, Haotong Liang, Ryan Kim, Carlos Rı́os, Austin McDannald, Aaron Gilad Kusne
Read original paper ↗ ·Automation in Pharmaceutical Crystallization
Organic Process Research & Development · 2026
Giovanni Aprile, Peter Sagmeister, Cedric Devos, Aniket Pradip Udepurkar, Francesco Destro, Fateme Molajafari, Torsten Stelzer, Hamza Youssef Ismail, Daniel J. Griffin, Richard D. Braatz, Allan S. Myerson
Read original paper ↗ ·OFAT-BO: A one-factor-at-a-time Bayesian optimization method for continuous-flow experiment optimization
Chemical Engineering Science · 2026
Dingyi Liang, Y Y, Zhangyi Gao, Guozhi Qian, Minjing Shang, Yuanhai Su
Read original paper ↗ ·Leveraging Large Language Models for Understanding Fundamental Principles of Catalysis
The Journal of Physical Chemistry C · 2026
Shane S. Michtavy, Sinhara M. H. D. Perera, Marc D. Porosoff
Read original paper ↗ ·The Evolution of Generative Chemistry in Medicinal Chemistry
ChemistrySelect · 2026
Rania Ehab Koshty, Manar Ahmed Shehata, Ahmed M. Gab Allah, Mohamed Bakr Zaki, Yaseen A. M. M. Elshaier
Read original paper ↗ ·AI for Accelerated Materials Discovery: From Generative Design to Autonomous Realization
Chemical Reviews · 2026
Jiwoo Choi, Seongmin Kim, Junkil Park, Junyoung Choi, Sunggi An, Yousung Jung
Read original paper ↗ ·Accelerating the development of protein-based materials: Automation as a tool for materials advancement
MRS Communications · 2026
Yasuhiko Komatsu, Melody A. Morris
Read original paper ↗ ·Bayesian Conavigation of a Computational Physical Model and Atomic Force Microscopy Experiment to Autonomously Survey a Combinatorial Materials Library
ACS Nano · 2026
Boris N. Slautin, Kamyar Barakati, Yu Liu, Reece Emery, Philip D. Rack, Sergei V. Kalinin
Read original paper ↗ ·Self-driving labs: A new paradigm in cell culture
Expert Systems with Applications · 2026
Nicholas L. Grzelak, S. Andrew Gadsden, P. Ravi Selvaganapathy
Read original paper ↗ ·Large-language-model-driven adaptive search space definition for autonomous closed-loop materials exploration
Communications Materials · 2026
Yuma Iwasaki, Ryo Toyama, Ryo Tamura, Shôichi Matsuda, Yuya Sakuraba, Masato Kotsugi, Yasuhiko Igarashi, Keitaro Sodeyama
Read original paper ↗ ·Closing the Empirical Loop: Autonomous AI Agents Conduct End‐to‐end Research With Human Participants
Advanced Science · 2026
Gabrielle Wehr, Reuben Rideaux, Amaya J. Fox, David R. Lightfoot, Jason M. Tangen, Jason B. Mattingley, Shane E. Ehrhardt
Read original paper ↗ ·CRISP: A 3D printer-based platform for precision solution printing on paper-based substrates
HardwareX · 2026
Ilkhan Lutfiyev, Stephen McCoy, Robin Star, Andrea N. Giordano, Blair L. Rist, Luke A. Baldwin, Rahul Rao
Read original paper ↗ ·Advanced engineering of inorganic semiconductor nanowires: Materials-by-design for next-generation green energy technologies
Energy Reviews · 2026
Sunday Temitope Oyinbo, Hoe-Gil Lee, Sikiru Oluwarotimi Ismail, Tien‐Chien Jen
Read original paper ↗ ·An Autonomous Robotized Cell for Polymer Foaming
ACS Omega · 2026
Valerio Loianno, Riccardo Caccavale, Massimiliano M. Villone, Alberto Finzi, Ernesto Di Maio
Read original paper ↗ ·Design, fabrication, and validation of a low-cost open-source multi-sensor automatic titrator with gravimetric titrant delivery for real-time endpoint and enthalpy determination
South African Journal of Chemical Engineering · 2026
Nuttawisit Yasarawan, Pichamon Jittaviriyapong, Kanoksak Saelee, Akapong Suwattanamala, Supranee Kaewpirom, Takat Benjalersyarnon, Teeranan Nongnual
Read original paper ↗ ·Machine learning and autonomous discovery of twisted van der Waals quantum materials: From moiré engineering to self-driving platforms
Materials Today Physics · 2026
Behnam Esmaeilzadeh, Sihao Li
Read original paper ↗ ·