Papers citing The rise of self-driving labs in chemical and materials sciences
ExpFlow: a graphical user interface for automated reproducible electrochemistry
Digital Discovery · 2023
Rebekah Duke, Siamak Mahmoudi, Aman Preet Kaur, Vinayak Bhat, Ian C. Dingle, Nathan C. Stumme, Scott K. Shaw, D. L. Eaton, Asmund Vego, Chad M. Risko
Read original paper ↗ ·Diversifying self-assembled phases in block copolymer thin films via blending
Physical Review Materials · 2023
Gregory S. Doerk, Kevin G. Yager
Read original paper ↗ ·Integrating QSAR modelling and deep learning in drug discovery: the emergence of deep QSAR
Nature Reviews Drug Discovery · 2023
Alexander Tropsha, Olexandr Isayev, Alexandre A. Varnek, Gisbert Schneider, Artem R Cherkasov
Read original paper ↗ ·Autonomous nanomanufacturing of lead-free metal halide perovskite nanocrystals using a self-driving fluidic lab
Nanoscale · 2023
Sina Sadeghi, Fazel Bateni, Taekhoon Kim, Dae Yong Son, Jeffrey A. Bennett, Negin Orouji, Venkat S. Punati, Christine Stark, Teagan D. Cerra, Rami Awad, Fernando Delgado‐Licona, Jinge Xu, Nikolai Mukhin, Hannah Dickerson, Kristofer G. Reyes, Milad Abolhasani
Read original paper ↗ ·Navigating the unknown with AI: multiobjective Bayesian optimization of non-noble acidic OER catalysts
Journal of Materials Chemistry A · 2023
Ken J. Jenewein, Luca Torresi, Navid Haghmoradi, Attila Kormányos, Pascal Friederich, Serhiy Cherevko
Read original paper ↗ ·Optimization of Microbial a Fuel Cell with Linear Sweep Voltammetry and Microfluidics
ChemRxiv · 2023
Jayesh M. Sonawane, Jesse Greener
Read original paper ↗ ·Differential microthermometry enables high-throughput calorimetry
Energy & Environmental Science · 2023
Amin Kazemi, Mohammad Zargartalebi, David A. Sinton
Read original paper ↗ ·Autonomous, multiproperty-driven molecular discovery: From predictions to measurements and back
Science · 2023
Brent A. Koscher, Richard B. Canty, Matthew A. McDonald, Kevin P. Greenman, Charles J. McGill, Camille Bilodeau, Wengong Jin, Haoyang Wu, Florence H. Vermeire, Brooke Jin, Travis Hart, Timothy Kulesza, Shih‐Cheng Li, Tommi Jaakkola, Regina Barzilay, Rafael Gómez‐Bombarelli, William H. Green, Klavs F. Jensen
Read original paper ↗ ·A bridge between trust and control: computational workflows meet automated battery cycling
Journal of Materials Chemistry A · 2024
Peter Kraus, Edan Bainglass, Francisco Ramirez, Enea Svaluto‐Ferro, Loris Ercole, Benjamin Kunz, Sebastiaan P. Huber, Nukorn Plainpan, Nicola Marzari, Corsin Battaglia, Giovanni Pizzi
Read original paper ↗ ·Advanced functional Cu–Cr–Co-NPs@gelatin (GLN)-hydroxyethyl cellulose (HEC) nanocomposites with antimicrobial and anticancer activities
RSC Advances · 2024
Mohamed Sayed Hasanin, Mohammad Reza Saeb, Mostafa A. Abdel-Maksoud, Mohamed A. El-Tayeb, Bushra Hafeez Kiani, Amr Hosny Hashem
Read original paper ↗ ·AlabOS: a Python-based reconfigurable workflow management framework for autonomous laboratories
Digital Discovery · 2024
Yuxing Fei, Bernardus Rendy, Rishi E. Kumar, Olympia Dartsi, Hrushikesh P. Sahasrabuddhe, Matthew J. McDermott, Zheren Wang, Nathan J. Szymanski, Lauren N. Walters, David Milsted, Yan Zeng, Anubhav Jain, Gerbrand Ceder
Read original paper ↗ ·An Affordable Platform for Automated Synthesis and Electrochemical Characterization
SSRN Electronic Journal · 2024
Sergio Pablo‐García, A. Garcı́a, Gun Deniz Akkoc, Malcolm Sim, Yang Cao, Maxine Somers, Chance Hattrick, Naruki Yoshikawa, Dominik Dworschak, Han Hao, Alán Aspuru‐Guzik
Read original paper ↗ ·Automation and machine learning augmented by large language models in a catalysis study
Chemical Science · 2024
Yuming Su, Xue Wang, Yubo Ye, Yibo Xie, Yujing Xu, Yibin Jiang, Cheng Wang
Read original paper ↗ ·Autonomous millimeter scale high throughput battery research system
Digital Discovery · 2024
Fuzhan Rahmanian, Stefan Fuchs, Bojing Zhang, Maximilian Fichtner, Helge Sören Stein
Read original paper ↗ ·Bioinformatics software development: Principles and future directions
The Innovation Life · 2024
Xu-Kai Ma, Yan Yu, Tao Huang, Dake Zhang, Caihuan Tian, Wenli Tang, Ming Luo, Pu-Feng Du, Guangchuang Yu, Yang Li
Read original paper ↗ ·Challenges and opportunities for AI in synthetic solid-state inorganic chemistry
Matter · 2024
Andrew Wang, Alán Aspuru‐Guzik, Geoffrey Alan Ozin
Read original paper ↗ ·Digital chemistry: navigating the confluence of computation and experimentation – definition, status quo, and future perspective
Digital Discovery · 2024
Stefan Bräse
Read original paper ↗ ·Heterogeneous catalysis for the environment
The Innovation Materials · 2024
Juan Liu, Rihana Burciaga, Selene Tang, Shichao Ding, Hongshun Ran, Wen Jie Zhao, Guangtao Wang, Zhengkai Zhuang, Liangyiqun Xie, Zhaoyuan Lyu, Yuehe Lin, Annie Du, Aihua Yuan, Jiaju Fu, Bing Song, Jiawei Zhu, Zhenyu Sun, Xin Jin, Zheng‐Yang Huo, Bo Shen, Meikun Shen, Yue Cao, Yang Zhou, Yujing Jiang, Dongdong Zhu, Meng Sun, Xuanhao Wu, Chu Qin, Zhifeng Jiang, Önder Metin, Charitha Jayaruk Thambiliyagodage, Jingjing Lv, Qing Li, Hao Wu, Zhiliang Wu, Jason Chun‐Ho Lam, Guandao Gao, Chao Li, Mingchuan Luo, Yi Jiang, Xue Wang, Junrui Li, Min Liu, Richen Lin, Hongqiang Ren, Buxing Han, Yaxuan Jing, Wenlei Zhu
Read original paper ↗ ·Integration of a recyclable silver substrate for in situ surface-enhanced Raman spectroscopy in digital microfluidics
Chemical Communications · 2024
Sebastian Fehse, Anish Das, Detlev Belder
Read original paper ↗ ·Leveraging GPT-4 to transform chemistry from paper to practice
Digital Discovery · 2024
Wenyu Zhang, Mason A. Guy, Jerrica Yang, Lucy Hao, Junliang Liu, Joel M. Hawkins, Jason Mustakis, Sébastien Monfette, Jason E. Hein
Read original paper ↗ ·Oxovanadium electronics for in-memory, neuromorphic, and quantum computing applications
Materials Horizons · 2024
Kirill Yu. Monakhov
Read original paper ↗ ·PANDA: a self-driving lab for studying electrodeposited polymer films
Materials Horizons · 2024
Harley Quinn, Gregory A. Robben, Zhaoyi Zheng, Alan L. Gardner, Jörg G. Werner, Keith A. Brown
Read original paper ↗ ·Review of low-cost self-driving laboratories in chemistry and materials science: the “frugal twin” concept
Digital Discovery · 2024
Stanley Lo, Sterling G. Baird, Joshua Schrier, Ben J. Blaiszik, Nessa Carson, Ian T Foster, Andrés Aguilar‐Granda, Sergei V. Kalinin, Benji Maruyama, Maria Politi, Helen Tran, Taylor D. Sparks, Alán Aspuru‐Guzik
Read original paper ↗ ·Scientific Discovery Framework Accelerating Advanced Polymeric Materials Design
Research · 2024
Ran Wang, Teng Fu, Yajie Yang, Xuan Song, Xiu‐Li Wang, Yu‐Zhong Wang
Read original paper ↗ ·The Ethics of Materials Acceleration: A Conceptual Analysis of Sustainability, Labor, and Dual-Use Tensions
Journal of Artificial Intelligence for Materials Science · 2024
Claire Dupont, Julien Martin, Sophie Bernard
Read original paper ↗ ·Toward Autonomous Materials Intelligence: A Human–AI–Physics Framework for Discovering, Optimizing, and Validating Next-Generation Materials
Journal of Artificial Intelligence for Materials Science · 2024
Yousef Al-Qahtani, Fahad Al-Salem, Abdullah Al-Harbi
Read original paper ↗ ·Towards a science exocortex
Digital Discovery · 2024
Kevin G. Yager
Read original paper ↗ ·What can molecular assembly learn from catalysed assembly in living organisms?
Chemical Society Reviews · 2024
Zhi‐Chao Lei, Xinchang Wang, Liulin Yang, Hang Qu, Yibin Sun, Yang Yang, Wei Li, Wenbin Zhang, Xiaoyu Cao, Chunhai Fan, Guohong Li, Jiarui Wu, Zhong‐Qun Tian
Read original paper ↗ ·Autonomous millimeter scale high throughput battery research system (Auto-MISCHBARES)
ChemRxiv · 2024
Fuzhan Rahmanian, Stefan Fuchs, Maximilian Fichtner, Helge Sören Stein
Read original paper ↗ ·Disordered enthalpy–entropy descriptor for high-entropy ceramics discovery
Nature · 2024
Simon Divilov, Hagen Eckert, David Hicks, Corey Oses, Cormac Toher, Rico Friedrich, Marco Esters, Michael J. Mehl, Adam C. Zettel, Yoav Lederer, Eva Zurek, Jon‐Paul Maria, Donald W. Brenner, Xiomara Campilongo, Suzana Filipović, William G. Fahrenholtz, Caillin J. Ryan, Christopher M. DeSalle, Ryan J. Crealese, Douglas E. Wolfe, Arrigo Calzolari, Stefano Curtarolo A
Read original paper ↗ ·Automated Liquid Handler from a 3D Printer
Journal of Chemical Education · 2024
Alexey Kopyl, Yuki Yew, Jian Wern Ong, Thomas J. Hiscox, Calem Young, Murat Muradoglu, Tuck Wah Ng
Read original paper ↗ ·Autonomous millimeter scale high throughput battery research system (Auto-MISCHBARES)
ChemRxiv · 2024
Fuzhan Rahmanian, Stefan Fuchs, Maximilian Fichtner, Helge Sören Stein
Read original paper ↗ ·Advancing perovskite solar cell commercialization: Bridging materials, vacuum deposition, and AI-assisted automation
Next Materials · 2024
Zhihao Xu, Sang‐Hyun Chin, Bo‐In Park, Yuan Meng, Sunok Kim, Sangmoon Han, Yimeng Li, Dong‐Hwan Kim, Beom-Soo Kim, Jin‐Wook Lee, Sang‐Hoon Bae
Read original paper ↗ ·Autonomous millimeter scale high throughput battery research system (Auto-MISCHBARES)
ChemRxiv · 2024
Fuzhan Rahmanian, Stefan Fuchs, Bojing Zhang, Maximilian Fichtner, Helge Sören Stein
Read original paper ↗ ·Self-driving laboratories to autonomously navigate the protein fitness landscape
Nature Chemical Engineering · 2024
Jacob T. Rapp, Bennett J. Bremer, Philip A. Romero
Read original paper ↗ ·A dynamic knowledge graph approach to distributed self-driving laboratories
Nature Communications · 2024
Jiaru Bai, Sebastian Mosbach, Connor J. Taylor, Dogancan Karan, Kok Foong Lee, Simon D. Rihm, Jethro Akroyd, Alexei A. Lapkin, Markus Kraft
Read original paper ↗ ·Metabolomics in the era of artificial intelligence
Microbiota and Host · 2024
Elizabeth Coler, Wanxuan Chen, Alexey V. Melnik, James T. Morton, Alexander A. Aksenov
Read original paper ↗ ·Capturing Formulation Design of Battery Electrolytes with Chemical Large Language Model
Research Square · 2024
Eduardo Soares, Vidushi Sharma, Emílio Vital Brazil, Young-Hye Na, Renato Cerqueira
Read original paper ↗ ·A dynamic Bayesian optimized active recommender system for curiosity-driven partially Human-in-the-loop automated experiments
npj Computational Materials · 2024
Arpan Biswas, Yongtao Liu, Nicole Creange, Yuchen Liu, Stephen Jesse, Jan‐Chi Yang, Sergei V. Kalinin, Maxim A Ziatdinov, Rama Krishnan Vasudevan
Read original paper ↗ ·Transforming research laboratories with connected digital twins
Nexus · 2024
Simon D. Rihm, Jiaru Bai, Aleksandar Kondinski, Sebastian Mosbach, Jethro Akroyd, Markus Kraft
Read original paper ↗ ·On-Demand Optimization of Colorimetric Gas Sensors Using a Knowledge-Aware Algorithm-Driven Robotic Experimental Platform
ACS Sensors · 2024
Zhehong Ai, Longhan Zhang, Yangguan Chen, Yifan Long, Boyuan Li, Qingyu Dong, Yueming Wang, Jing Jiang
Read original paper ↗ ·Performance metrics to unleash the power of self-driving labs in chemistry and materials science
Nature Communications · 2024
Amanda A. Volk, Milad Abolhasani
Read original paper ↗ ·Roadmap on Data-Centric Materials Science
ChemRxiv · 2024
Matthias Scheffler
Read original paper ↗ ·Artificial Intelligence (AI) for Sustainable Resource Management and Chemical Processes
ACS Sustainable Resource Management · 2024
Milad Kamkar, Kevin C. Leonard, Ivet Ferrer, Say Chye Joachim Loo, Elizabeth J. Biddinger, Dean Brady, Danielle Julie Carrier, Nicholas Gathergood, Hongxian Han, Ive Hermans, King Kuok Hii, Bing‐Joe Hwang, Watson Loh, Michaël A. R. Meier, Andrew C. Marr, Graham N. Newton, Wil V. Srubar, Ning Yan, Kam Chiu Tam, Jingwen Chen, Audrey Moores, Bala Subramaniam, Peter Licence, Julio F. Serrano
Read original paper ↗ ·Roadmap on Data-Centric Materials Science
ChemRxiv · 2024
Matthias Scheffler, Stefan Bauer, Peter Benner, Tristan Bereau, Volker Blüm, Mario Boley, Christian Carbogno, C. Richard A. Catlow, Gerhard Dehm, Sebastian Eibl, Ralph Ernstorfer, Ádám Fekete, Lucas Foppa, Peter Fratzl, Christoph Freysoldt, Baptiste Gault, Luca M. Ghiringhelli, Sajal Kumar Giri, Anton Gladyshev, Pawan Goyal, Jason R. Hattrick-Simpers, Lara Kabalan, Petr Karpov, Mohammad Sarkari Khorrami, Christoph T. Koch, Sebastian Kokott, Thomas Kosch, Igor Kowalec, Kurt Kremer, Andreas Leitherer, Yue Li, Christian H. Liebscher, Andrew James Logsdail, Zhongwei Lu, Phuc Luong, Andreas Marek A, Florian Merz, Jaber Rezaei Mianroodi, Jörg Neugebauer, Thomas A. R. Purcell, Dierk Raabe, Markus Rampp, Mariana Rossi, Jan Michael Rost, Ulf Saalmann, Alaukik Saxena, Luigi Sbailò, Markus Scheidgen, Marcel Schloz, Daniel Francis Schmidt, Simon Teshuva, Annette Trunschke, Ye Wei, Gerhard Weikum, Rui Patrick Xian, Yiyu Y. Yao, Meng Zhao
Read original paper ↗ ·Traversing Chemical Space with Active Deep Learning: A Computational Framework for Low-data Drug Discovery
ChemRxiv · 2024
Derek van Tilborg, Francesca Grisoni
Read original paper ↗ ·A Computational Perspective on the Reactivity of π‐spacers in Self‐Immolative Elimination Reactions
Chemistry - An Asian Journal · 2024
Daniele Padula
Read original paper ↗ ·Artificial Intelligence (AI) for Sustainable Resource Management and Chemical Processes
ACS Sustainable Chemistry & Engineering · 2024
Milad Kamkar, Kevin C. Leonard, Ivet Ferrer, Say Chye Joachim Loo, Elizabeth J. Biddinger, Dean Brady, Danielle Julie Carrier, Nicholas Gathergood, Hongxian Han, Ive Hermans, King Kuok Hii, Bing‐Joe Hwang, Watson Loh, Michaël A. R. Meier, Andrew C. Marr, Graham N. Newton, Wil V. Srubar, Ning Yan, Kam Chiu Tam, Jingwen Chen, Audrey Moores, Bala Subramaniam, Peter Licence, Julio F. Serrano
Read original paper ↗ ·Transforming Academic Research: A Business Model for Chemical-Computational Laboratory
TEM Journal · 2024
Rafael A. Armijo-Silva
Read original paper ↗ ·Autonomous reaction Pareto-front mapping with a self-driving catalysis laboratory
Nature Chemical Engineering · 2024
Jeffrey A. Bennett, Negin Orouji, M. Khan, S. Sadeghi, J. Rodgers, Milad Abolhasani
Read original paper ↗ ·