Papers citing Review of low-cost self-driving laboratories in chemistry and materials science: the “frugal twin” concept
Autonomous laboratories for accelerated materials discovery: a community survey and practical insights
Digital Discovery · 2024
Linda Hung, Joyce A. Yager, Danielle R. Monteverde, Dave Baiocchi, Ha-Kyung Kwon, Shijing Sun, Santosh K. Suram
Read original paper ↗ ·Pellet dispensomixer and pellet distributor: open hardware for nanocomposite space exploration via automated material compounding
Digital Discovery · 2024
Miguel Hernández‐del‐Valle, Jorge Ilarraza-Zuazo, Enrique Dios-Lázaro, Javier Rubio, Joris Audoux, Maciej Harańczyk
Read original paper ↗ ·Autonomous chemistry: Navigating self-driving labs in chemical and material sciences
Matter · 2024
Oliver M. Bayley, Elia Savino, Aidan Slattery, Timothy Noël
Read original paper ↗ ·Toward soft robotic inspection for aircraft: An overview and perspective
MRS Communications · 2024
LoriAnne Groo, Abigail T. Juhl, Luke A. Baldwin
Read original paper ↗ ·Self-Driving Laboratories for Chemistry and Materials Science
Chemical Reviews · 2024
Gary Tom, Stefan P. Schmid, Sterling G. Baird, Yang Cao, Kourosh Darvish, Han Hao, Stanley Lo, Sergio Pablo‐García, Ella Miray Rajaonson, Marta Skreta, Naruki Yoshikawa, Samantha Corapi, Gun Deniz Akkoc, Felix Strieth‐Kalthoff, Martin T. Seifrid, Alán Aspuru‐Guzik
Read original paper ↗ ·Automation and Machine Learning for Accelerated Polymer Characterization and Development: Past, Potential, and a Path Forward
Macromolecules · 2024
Peter A. Beaucage, Duncan R. Sutherland, Tyler B. Martin
Read original paper ↗ ·Spiers Memorial Lecture: How to do impactful research in artificial intelligence for chemistry and materials science
Faraday Discussions · 2024
Austin Cheng, Cher Tian Ser, Marta Skreta, Andrés Guzmán-Cordero, Luca Thiede, Andreas Burger, Abdulrahman Aldossary, Shi Xuan Leong, Sergio Pablo‐García, Felix Strieth‐Kalthoff, Alán Aspuru‐Guzik
Read original paper ↗ ·Key Aspects in Designing High-Throughput Workflows in Electrocatalysis Research: A Case Study on IrCo Mixed-Metal Oxides
ACS Materials Letters · 2024
Joanna Magdalena Przybysz, Ken J. Jenewein, Mária Minichová, Tomáš Hrbek, Thomas Böhm, Tatiana Priamushko, Serhiy Cherevko
Read original paper ↗ ·Accelerating the Discovery of Abiotic Vesicles with AI-Guided Automated Experimentation
Langmuir · 2024
M. C. Ekosso, Hao Liu, Avery Glagovich, Dustin Nguyen, Sarah Maurer, Joshua Schrier
Read original paper ↗ ·An open-source peristaltic pump with multiple independent channels for laboratory automation
Digital Discovery · 2025
Michael Buchhorn, Gun Deniz Akkoc, Dominik Dworschak
Read original paper ↗ ·Archerfish: a retrofitted 3D printer for high-throughput combinatorial experimentation via continuous printing
Digital Discovery · 2025
Alexander E. Siemenn, Basita Das, Eunice Aissi, Fang Sheng, Lleyton Elliott, Blake Hudspeth, Marilyn Meyers, James Serdy, Tonio Buonassisi
Read original paper ↗ ·Autonomous Laboratories and Closed-Loop Materials Discovery: A Conceptual Framework for Self-Driving Experimentation
Journal of Computational and Data-Driven Materials Engineering · 2025
Thabo Nkosi, Lerato Molefe, Sipho Dlamini, Ayanda Mokoena, Kabelo Ndlovu
Read original paper ↗ ·Cross-disciplinary perspectives on the potential for artificial intelligence across chemistry
Chemical Society Reviews · 2025
Austin M. Mroz, Annabel R. Basford, Friedrich Hastedt, Isuru Shavindra Jayasekera, Irea Mosquera‐Lois, Ruby Sedgwick, Pedro J. Ballester, Joshua D. Bocarsly, Ehecatl Antonio del Rio‐Chanona, Matthew L. Evans, Jarvist Moore Frost, Alex M. Ganose, Rebecca L. Greenaway, King Kuok Hii, Yingzhen Li, Ruth Misener, Aron Walsh, Dandan Zhang, Kim E. Jelfs
Read original paper ↗ ·Data-driven finding of organic anode active materials for lithium-ion batteries from natural flower scent products using capacity predictors
Journal of Materials Chemistry A · 2025
Haruka Tobita, Kosuke Sakano, Hiroaki Imai, Yusuke Yamashita, Yuya Oaki
Read original paper ↗ ·Data-scientific validation of prediction models for the controlled syntheses of exfoliated nanosheets
Nanoscale Advances · 2025
Yuka Kitamura, Yuki Namiuchi, Hiroaki Imai, Yasuhiko Igarashi, Yuya Oaki
Read original paper ↗ ·Delegated Experimentation: Decision Authority Transfer in Closed-Loop Materials Engineering
Journal of Computational and Data-Driven Materials Engineering · 2025
Natalia Petrova, Elena Stoyanova, Ivan Dimitrov
Read original paper ↗ ·Democratizing self-driving labs: advances in low-cost 3D printing for laboratory automation
Digital Discovery · 2025
Sayan Doloi, Maloy Das, Yujia Li, Zen Han Cho, Xingchi Xiao, John V. Hanna, Matthew Osvaldo, Leonard W. T. Ng
Read original paper ↗ ·Flow chemistry as a tool for high throughput experimentation
Digital Discovery · 2025
George Lyall-Brookes, Alex C. Padgham, Anna Grace Slater
Read original paper ↗ ·High-throughput robotic colourimetric titrations using computer vision
Digital Discovery · 2025
Yuan Li, Biplab Dutta, Qi Jie Yeow, Rob Clowes, Charlotte E. Boott, Andrew I. Cooper
Read original paper ↗ ·Low-Cost Prototye for Accessible Precision Manufacturing and Characterization
SSRN Electronic Journal · 2025
Jun Hyun Park, Ho Jun Jin, Simon Kim, Su Eon Lee, Young Chun Ko, Jang Hwan Kim, Bong Hoon Kim
Read original paper ↗ ·Measurements with noise: Bayesian optimization for co-optimizing noise and property discovery in automated experiments
Digital Discovery · 2025
Boris N. Slautin, Yu Liu, J. Dec, Vladimir V. Shvartsman, Doru Constantin Lupascu, Maxim A Ziatdinov, Sergei V. Kalinin
Read original paper ↗ ·Perspective: From Prediction to Design — A Position on Optimization-Centric Workflows in Materials ML
Journal of Computational and Data-Driven Materials Engineering · 2025
Mohammed Al-Farsi, Salim Al-Harthy, Nasser Al-Rawahi
Read original paper ↗ ·Self-driving laboratories in Japan
Digital Discovery · 2025
Naruki Yoshikawa, Yuki Asano, Don Norimi Futaba, Kanako Harada, Taro Hitosugi, Genki N. Kanda, Shôichi Matsuda, Yuuya Nagata, Keisuke Nagato, Masanobu Naito, Tohru Natsume, Kazunori Nishio, Kanta Ono, Haruka Ozaki, Woosuck Shin, Junichiro Shiomi, Kunihiko Shizume, Koichi Takahashi, Seiji Takeda, Ichiro Takeuchi, Ryo Tamura, Koji Tsuda, Yoshitaka Ushiku
Read original paper ↗ ·Variable pathlength cell for internal data validation in computer vision
Digital Discovery · 2025
Xiangyu Liu, Namita Sharma, Aldrik H. Velders, Vittorio Saggiomo
Read original paper ↗ ·Artificial Intelligence Meets Laboratory Automation in Discovery and Synthesis of Metal–Organic Frameworks: A Review
Industrial & Engineering Chemistry Research · 2025
Yiming Zhao, Yongjia Zhao, Jian Wang, Zhuo Wang
Read original paper ↗ ·Solvent Screening for Separation Processes Using Machine Learning and High-Throughput Technologies
Chem & Bio Engineering · 2025
Justin P. Edaugal, Difan Zhang, Dupeng Liu, Vassiliki‐Alexandra Glezakou, Ning Sun
Read original paper ↗ ·The Implementation and Impact of Chemical High-Throughput Experimentation at AstraZeneca
ACS Catalysis · 2025
James J. Douglas, Andrew D. Campbell, David Buttar, Gary Fairley, Magnus J. Johansson, Allyson C. McIntyre, Anthony J. Metrano, Richard S. Morales, Rachel H. Munday, Thanh V. Q. Nguyen, Samantha Staniland, Michele Tavanti, Erik Weis, Simon D. Yates, Zirong Zhang
Read original paper ↗ ·Research Trend Analysis in the Field of Self-Driving Labs Using Network Analysis and Topic Modeling
Systems · 2025
Woojun Jung, Insung Hwang, Keuntae Cho
Read original paper ↗ ·Development of an Open-Source 3D-Printed Material Synthesis Robot FLUID: Hardware and Software Blueprints for Accessible Automation in Materials Science
ACS Applied Engineering Materials · 2025
Micke Kuwahara, Yoshiki Hasukawa, Fernando Garcia‐Escobar, Satoshi Maeda, Lauren Takahashi, KEISUKE G. TAKAHASHI
Read original paper ↗ ·Science acceleration and accessibility with self-driving labs
Nature Communications · 2025
Richard B. Canty, Jeffrey A. Bennett, Keith A. Brown, Tonio Buonassisi, Sergei V. Kalinin, John R. Kitchin, Benji Maruyama, R. G. Moore, Joshua Schrier, Martin T. Seifrid, Shijing Sun, Tejs Vegge, Milad Abolhasani
Read original paper ↗ ·The evolving role of programming and LLMs in the development of self-driving laboratories
APL Machine Learning · 2025
John R. Kitchin
Read original paper ↗ ·A Helping Hand: A Survey About AI-Driven Experimental Design for Accelerating Scientific Research
Applied Sciences · 2025
Lukas Nolte, Sven Tomforde
Read original paper ↗ ·69Chapter 4 The autonomous revolution: role of AI in self-driving labs for materials sciences
De Gruyter eBooks · 2025
Neha Minocha, Parijat Pandey
Read original paper ↗ ·AI-driven new materials development and data standardization
Chinese Science Bulletin (Chinese Version) · 2025
Lanting Zhang, Mingyang Liu, Hongjian Yuan, Hong Wang
Read original paper ↗ ·Self-driving laboratories with artificial intelligence: An overview of process systems engineering perspective
Computers & Chemical Engineering · 2025
You-Hyun Kim, Hayoung Doo, Daeun Shin, Seo Yoon Lee, Seo Yoon Lee, Yugyeong Roh, Seong‐Eun Park, Heejin Song, Yujin Jung, Hyuk Jun Yoo, Sang Soo Han, Jong Woo Kim, Maximilian O. Besenhard, Ye Seol Lee, Jonggeol Na
Read original paper ↗ ·Movable optical sensor for automatic detection and monitoring of liquid–liquid interfaces
SLAS TECHNOLOGY · 2025
Rodrigo Moreno, Jonas Jensen, Shahbaz Tareq Bandesha, Simone Peters, Andrés Faíña, Kasper Støy
Read original paper ↗ ·Steering towards safe self-driving laboratories
Nature Reviews Chemistry · 2025
Shi Xuan Leong, Caleb E. Griesbach, Rui Zhang, Kourosh Darvish, Yuchi Zhao, Abhijoy Mandal, Yushi Zou, Han Hao, Varinia Bernales, Alán Aspuru‐Guzik
Read original paper ↗ ·Expanding the Toolbox of Simple, Cost-Efficient, and Automatable Methods for Quantifying Surface Functional Groups on Nanoparticles─Potentiometric Titration
ACS Measurement Science Au · 2025
Isabella Tavernaro, Philipp C. Sander, Elina Andresen, Uwe Schedler, Ute Resch‐Genger
Read original paper ↗ ·A Data-Driven Workflow for Nanomedicine Optimization Using Active Learning and Automated Experimentation
Molecular Pharmaceutics · 2025
Zeqing Bao, Frantz Le Dévédec, Steven Huynh
Read original paper ↗ ·MatMMFuse: Multimodal fusion model for material property prediction
Machine Learning Science and Technology · 2025
Abhiroop Bhattacharya, Sylvain G. Cloutier
Read original paper ↗ ·A Computational Renaissance in High-Energy Density Materials (HEDMs) Research
Chemical Reviews · 2025
Haixiang Gao, Jane S. Murray, Jean’ne M. Shreeve
Read original paper ↗ ·A self-driving physical vapor deposition system making sample-specific decisions on the fly
npj Computational Materials · 2025
Yu Zheng, Connor Blake, Layla Mravac, Fengxue Zhang, Yuxin Chen, Shuolong Yang
Read original paper ↗ ·Perspective on utilizing foundation models for laboratory automation in materials research
Science and Technology of Advanced Materials Methods · 2025
Kan Hatakeyama‐Sato, Toshihiko Nishida, Kenta Kitamura, Yoshitaka Ushiku, Koichi TAKAHASHI, Yuta Nabae, Teruaki Hayakawa
Read original paper ↗ ·Pioneering Quantum Computing in Financial Services
IGI Global eBooks · 2025
Rismawati Rismawati
Read original paper ↗ ·MIK-I: a portable low-cost platform for automated C–C bond synthesis
Reaction Chemistry & Engineering · 2025
Miguel Alberto Flores-Ortiz, Eliseo R. López-López, Ricardo A. Gutiérrez-Márquez, Martha M. Flores‐Leonar, Andrés Aguilar‐Granda
Read original paper ↗ ·Silver integrated hybrids and nanocomposites for next-generation biomedicine: Beyond antimicrobial coatings toward smart sense–response–heal platforms
Materials Today Bio · 2025
Eileen Tabrizi, Bingyun Li
Read original paper ↗ ·Artificial intelligence in the development of structural and functional materials: A transformative frontier and complementary enabler of the rational alloy design framework
Next research. · 2025
Desmond Edem Primus Klenam
Read original paper ↗ ·Product design, synthesis, and lab automation with The World Avatar
Current Opinion in Chemical Engineering · 2025
Simon D. Rihm, Aleksandar Kondinski, Markus Kraft
Read original paper ↗ ·BRINE: a cost-effective electrochemical self-driving laboratory for accelerated discovery of high-performance electrolytes
Digital Discovery · 2025
Mohamadreza Ramezani, Poulomi Nandi, Pablo De La Fuente-Moreno, Majid Beidaghi
Read original paper ↗ ·Self-driving lab discovers principles for steering spontaneous emission beyond conventional Fourier optics
Nature Communications · 2025
Saaketh Desai, Sadhvikas Addamane, Jeff Y. Tsao, Igal Brener, Rémi Dingreville, Prasad P. Iyer
Read original paper ↗ ·