Papers citing Science acceleration and accessibility with self-driving labs
Smart Enantioseparation: A Critical Review of Instrumentation, Automation, and Data-Driven Strategies in Analytical Chirality
Critical Reviews in Analytical Chemistry · 2026
Erica Alves, B M Gurupadayya, Prabitha Prabhakaran
Read original paper ↗ ·Data-driven approaches for functional ceramics
Materials Science and Engineering R Reports · 2026
Jincheng Qin, Faqiang Zhang, Mingsheng Ma, Yongxiang Li, Zhifu Liu
Read original paper ↗ ·Adaptive, Bayesian Experimental Design to Efficiently Determine the Critical Micelle Concentration of a Surfactant
Langmuir · 2026
Makaila Hammond, Qia Ke, Aryan Deshwal, Cory M. Simon, Alison Bain
Read original paper ↗ ·Beyond replacement anxiety: a psychological framework for understanding AI in natural science research
Frontiers in Psychology · 2026
Xinyi Qi, Yuchen Gao, Peiqing Sun
Read original paper ↗ ·Opportunities for artificial intelligence and synthetic biology in designing living drug delivery systems
Advanced Drug Delivery Reviews · 2026
Jason H. Yang, Caleb J. Bashor
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 ↗ ·Turning self-driving labs into a community resource: Challenges and opportunities
Matter · 2026
Keith A. Brown, Emma Lejeune, Jörg G. Werner
Read original paper ↗ ·Benign-by-design chemistry: Reinventing ligand-based drug design at the edge of AI
Drug Discovery Today · 2026
Edgar López‐López, Pamela Isabel Hernández-Estrada, Angel Neftali Toto-Vazquez, Diana V. Ávila-Martínez, Ola Spjuth, José L. Medina‐Franco
Read original paper ↗ ·A chromatographic process design and optimization multi-agent platform powered by large language models: A case application on extract of Ginkgo biloba leaf
Journal of Chromatography A · 2026
Zhilong Tang, Shaohua Wu, Xinyan Zhao, Yu Wang, Xingchu Gong
Read original paper ↗ ·A chemically-aware validation framework for benchmarking large language models in materials synthesis planning
Journal of Cheminformatics · 2026
Aobo Zhang
Read original paper ↗ ·Beyond manual processing: Robotic-arm automation coupled with machine learning for precision control and correlation insights in perovskite solar cells
Advanced Sensor and Energy Materials · 2026
Soo-ah Kim, Miseon Bae, Sung Hwan Park, Hobeom Kim, Nam Joong Jeon, Yea‐Lee Lee, Jino Im, Beom‐Soo Kim
Read original paper ↗ ·A foundational representation for an orchestrated lab
Device · 2026
Willi Gottstein, Aurélien Blanc, Sissi Feng, Brandon R. Sutherland, Sergio Pablo‐García
Read original paper ↗ ·From High-Efficiency Devices to Reproducible Manufacturing: Self-driving Laboratories Are Reshaping Perovskite Photovoltaics
ACS Energy Letters · 2026
Jiyun Zhang
Read original paper ↗ ·GALILEO: Embodied AI scientist for autonomous therapeutic discovery in dynamic membrane systems
bioRxiv (Cold Spring Harbor Laboratory) · 2026
Nan Jiang, Rongyuan Wei, Hao Xiao, Zhenfei Yin, Xi Wang, Taoyong Cui, Ke Shao, Jian Zhou, Jia Fan, Philip H. S. Torr, Yingcheng Wu, Qi Gao
Read original paper ↗ ·AutoLabs: cognitive multi-agent systems with self-correction for autonomous chemical experimentation
Scientific Reports · 2026
Gihan Panapitiya, Emily Saldanha, Heather Job, Olivia Hess
Read original paper ↗ ·Novel Materials Discovery via High-Throughput Automated Tribological Testing of Thin Films
Tribology Letters · 2026
Tomas F. Babuska, Kyle Dorman, Justin M. Hall, Manish Jain, Michael T. Dugger, Brandon A. Krick, Filippo Mangolini, Frank W. DelRio, David P. Adams, Brad L. Boyce, John F. Curry
Read original paper ↗ ·Autonomous control of quantum-confined CsPbBr3 nanoplatelets
Matter · 2026
Pragyan Jha, Nikolai Mukhin, Jinge Xu, Arup Ghorai, Junbin Li, Christopher H.J. Moran, Joseph Supik, Milad Abolhasani
Read original paper ↗ ·Comparative assessment of dilute alloys and complex concentrated alloys: Design principles, processing, mechanisms, properties, and sustainability
Journal of Alloys and Compounds Communications · 2026
Desmond Edem Primus Klenam, Tabiri Kwayie Asumadu, Michael Oluwatosin Bodunrin, Winston Oluwole Soboyejo
Read original paper ↗ ·Semantic Modeling in Materials Science and Engineering With Platform MaterialDigital Core Ontology 3.0
Advanced Engineering Materials · 2026
Markus Schilling, Philipp v. Hartrott, Jörg Waitelonis, Thomas Hanke, Henk Birkholz, Hossein Beygi Nasrabadi, Khashayar Razghandi, Kamilla Zaripova, Felix Thonagel, Fabian Neuhaus, Martin Glauer, Lars Vogt, Harald Sack, Lutz Mädler, Bernd Bayerlein, Christoph Eberl
Read original paper ↗ ·The past, present and future of self-driving laboratories
Nature Reviews Chemistry · 2026
Richard B. Canty, Milad Abolhasani
Read original paper ↗ ·LLM-driven materials knowledge extraction: multimodal parsing, ontology, and agentic systems
Journal of Materials Informatics · 2026
Shuai Yang, Yimeng Wang, Qiong Tu, Nian Ran, Ying Lu
Read original paper ↗ ·Towards self-driving laboratories in the biopharmaceutical industry
Nature Synthesis · 2026
Samagra Dvivedi, Nitin Minocha, Shuang Chen, Beata Chertok, Daniel A. Estabrook, Yuchen Fan, Suyong Han, Deepak Jain, Manish S. Kelkar, Alison Lui, Nandkishor K. Nere, Phenil J. Patel, Kenneth G. Rodriguez, Eric R. Sacia, Priyanka G. Singh, Dimitri B. Skliar, Emad Ibrahim Wafa, Meenesh R. Singh
Read original paper ↗ ·PeroMAS: A Multi-agent System of Perovskite Material Discovery
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 2026
Yishu Wang, Wei Liu, Yifan Li, Shengxiang Xu, Xujie Yuan, Ran Li, Yuyu Luo, Jia Hu Zhu, Shimin Di, Min-Ling Zhang, Guixiang Li
Read original paper ↗ ·From affinity to kinetics: SPR as the analytical backbone of AI-driven drug discovery
TrAC Trends in Analytical Chemistry · 2026
Yuna Hwang, Jeongeun Kim, Ji Beom Ko, Yaewon Han, Yongju Kim, Kwan Hyi Lee, Sunbok Jang
Read original paper ↗ ·From capability uplift to capability governance: an AI–biosecurity stack
Frontiers in Microbiology · 2026
Lyly Luhachack, Nancy Connell, Kavita M. Berger
Read original paper ↗ ·ChemAutoAgent: A Multi-Agent System for Evidence-Controlled Laboratory Instrument Driver Generation from Text-Based Manuals
Applied Sciences · 2026
Cheda Wu, Shunnan Jiang, Zhaohong Zuo, Jun Li
Read original paper ↗ ·Scientific Engineering of Self-Driving Laboratories at Scale
ACS Nano · 2026
Xiaobo Li, Linjiang Chen, Daobin Liu, Zhuoyin Zhu, Xiaolong Zhang, Lulu Guo, Luyao Ge, Huijuan Zhang, Yuebo Liu, Jie Li, Xiaohui Li, Guilin Ye, Yi Luo, Jun Jiang
Read original paper ↗ ·World models for biomedicine
Cell · 2026
Ayush Noori, Nic Fishman, Ada Fang, Lukas Fesser, Marinka Žitnik
Read original paper ↗ ·Organic framework-based artificial enzymes for ROS biocatalysis and metabolic modulation
Coordination Chemistry Reviews · 2026
Yujie Wang, Xinyi Zhu, Guangyang Jiang, Mingru Bai, Yu Shi, Chong Cheng, Qinlong Wen, Xianglong Han
Read original paper ↗ ·Toward autonomous chemical discovery: agentic AI in organic synthesis and nanochemistry
Results in Engineering · 2026
Boppudi Hari Babu, Pullaiah Chowdary Vutla, Jagadeesh Mahimaluru, Bryce Ke Jun Chong, Srinivasulu Kambam
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 ↗ ·The nature of science in the age of generative artificial intelligence: Epistemic authority, materiality, and a synergetic response
Eurasia Journal of Mathematics Science and Technology Education · 2026
Muminova Zarifa Odilovna, Dilmurod Mamadaliyevich Mamatkulov, Тўроқулова Раьно Иброгимовна, Nigina Tolibovna Rakhmonova, Oybek Shavqiyev, Zoirova Sojida Umbarovna
Read original paper ↗ ·The rise of agentic AI in drug discovery from static tools to autonomous virtual scientists
npj Drug Discovery. · 2026
Donghai Zhao, Meijing Fang, Lexiao Mao, Yuchen Zhu, Qun Su, Hui Shi, Hongxia Xu, Lanqing Li, Tingjun Hou, Chang-Yu Hsieh
Read original paper ↗ ·