Papers citing The rise of self-driving labs in chemical and materials sciences
AXI4MLIR: User-Driven Automatic Host Code Generation for Custom AXI-Based Accelerators
IEEE/ACM International Symposium on Code Generation and Optimization (CGO) · 2024
Nícolas Bohm Agostini, Jude Haris, Perry Gibson, Malith Jayaweera, Norman Rubin, Antonino Tumeo, José L. Abellán, José Cano, David R Kaeli
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, Zongrui Pei, Thomas A. R. Purcell, Dierk Raabe, Markus Rampp, Mariana Rossi, Jan Michael Rost, James E. Saal, Ulf Saalmann, Kasturi Narasimha Sasidhar, 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, Junqi Yin, Meng Zhao
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, Zongrui Pei, Thomas A. R. Purcell, Dierk Raabe, Markus Rampp, Mariana Rossi, Jan Michael Rost, James E. Saal, Ulf Saalmann, Kasturi Narasimha Sasidhar, 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, Junqi Yin, Meng Zhao
Read original paper ↗ ·Autonomous data extraction from peer reviewed literature for training machine learning models of oxidation potentials
Machine Learning Science and Technology · 2024
Siwoo Lee, Stefan Heinen, Danish Khan, O. Anatole von Lilienfeld
Read original paper ↗ ·Materials genome engineering accelerates the research and development of organic and perovskite photovoltaics
Materials Genome Engineering Advances · 2024
Ying Shang, Ziyu Xiong, Kang An, Jens Hauch, Christoph Josef Brabec, Ning Li
Read original paper ↗ ·A self-driving lab for accelerated catalyst development
Nature Chemical Engineering · 2024
Read original paper ↗ ·Crystal Structure Assignment for Unknown Compounds from X-ray Diffraction Patterns with Deep Learning
Journal of the American Chemical Society · 2024
Litao Chen, Bingxu Wang, Wentao Zhang, Shisheng Zheng, Zhefeng Chen, Mingzheng Zhang, Cheng Dong, Feng Ming Pan, Shunning Li
Read original paper ↗ ·Closing the Execution Gap in Generative AI for Chemicals and Materials: Freeways or Safeguards
Venue not supplied by source · 2024
Akshay Subramanian, Wenhao Gao, Regina Barzilay, Jeffrey C. Grossman, Tommi Jaakkola, Stefanie Jegelka, Mingda Li, Ju Li, Wojciech Matusik, Elsa Olivetti, Connor W. Coley, Rafael Gómez‐Bombarelli
Read original paper ↗ ·An integrated high-throughput robotic platform and active learning approach for accelerated discovery of optimal electrolyte formulations
Nature Communications · 2024
Juran Noh, Hieu Anh Doan, Heather Job, Lily A. Robertson, Lu Zhang, Rajeev S. Assary, Karl Todd Mueller, Vijayakumar Murugesan, Yangang Liang
Read original paper ↗ ·Autonomous closed-loop mechanistic investigation of molecular electrochemistry via automation
Nature Communications · 2024
Hongyuan Sheng, Jingwen Sun, Oliver Rodríguez, Benjamin B. Hoar, Weitong Zhang, Danlei Xiang, Tianhua Tang, Avijit Hazra, Daniel S. Min, Abigail G. Doyle, Matthew S. Sigman, Cyrille Costentin, Quanquan Gu, Joaquín Rodríguez‐López, Chong Liu
Read original paper ↗ ·Leveraging Programmatic Collaboration for a Radiopharmaceutical Clinic
Cancers · 2024
Charles A. Kunos, Molly E. Martin, Michalis F. Georgiou, Russ A. Kuker, Aman Chauhan
Read original paper ↗ ·Building an Arduino-Based Open-Source Programmable Multichannel Syringe Pump: A Useful Tool for Fluid Delivery in Microfluidics and Flow Chemistry
Journal of Chemical Education · 2024
Yuting Wu, Yuxin Chen, Yi Cheng
Read original paper ↗ ·Navigating phase diagram complexity to guide robotic inorganic materials synthesis
Nature Synthesis · 2024
Jiadong Chen, Samuel R. Cross, Lincoln J. Miara, Jeong‐Ju Cho, Yan Eric Wang, Wenhao Q. Sun
Read original paper ↗ ·Robotic synthesis decoded through phase diagram mastery
Nature Synthesis · 2024
Jeffrey A. Bennett, Milad Abolhasani
Read original paper ↗ ·Spatially resolved lock-in micro-thermography (SR-LIT): A tensor analysis-enhanced method for anisotropic thermal characterization
Applied Physics Reviews · 2024
Dihui Wang, Heng Ban, Puqing Jiang
Read original paper ↗ ·The twelve goals of circular analytical chemistry
TrAC Trends in Analytical Chemistry · 2024
Elefteria Psillakis, Francisco Pena‐Pereira
Read original paper ↗ ·Together but not scrambled: A perspective on chaotic printing/bioprinting
Aggregate · 2024
Grissel Trujillo‐de Santiago, Mario Moisés Álvarez
Read original paper ↗ ·Unraveling the impact of initial choices and in-loop interventions on learning dynamics in autonomous scanning probe microscopy
Journal of Applied Physics · 2024
Boris N. Slautin, Yongtao Liu, Hiroshi Funakubo, Sergei V. Kalinin
Read original paper ↗ ·Donor Preactivation-Based Glycan Assembly: from Manual to Automated Synthesis
Accounts of Chemical Research · 2024
Wenlong Yao, Xin‐Shan Ye
Read original paper ↗ ·AEcroscopy: A Software–Hardware Framework Empowering Microscopy Toward Automated and Autonomous Experimentation
Small Methods · 2024
Yongtao Liu, Kevin M. Roccapriore, Martí Checa, Sai Mani Prudhvi Valleti, Jan‐Chi Yang, Stephen Jesse, Rama Krishnan Vasudevan
Read original paper ↗ ·Embracing data science in catalysis research
Nature Catalysis · 2024
Manu Suvarna, Javier Pérez‐Ramírez
Read original paper ↗ ·Toward Self-Driven Autonomous Material and Device Acceleration Platforms (AMADAP) for Emerging Photovoltaics Technologies
Accounts of Chemical Research · 2024
Jiyun Zhang, Jens Hauch, Christoph Josef Brabec
Read original paper ↗ ·Degradable π-Conjugated Polymers
Journal of the American Chemical Society · 2024
Azalea Uva, Sofia Michailovich, Nathan Sung Yuan Hsu, Helen Tran
Read original paper ↗ ·Autonomous Synthesis of Thin Film Materials with Pulsed Laser Deposition Enabled by In Situ Spectroscopy and Automation
Small Methods · 2024
Sumner B. Harris, Arpan Biswas, Seok Joon Yun, Kevin M. Roccapriore, Christopher M. Rouleau, Alexander A. Puretzky, Rama Krishnan Vasudevan, David B. Geohegan, Kai Xiao
Read original paper ↗ ·Multiparameter optimization of microbial fuel cell outputs using linear sweep voltammetry and microfluidics
Journal of Power Sources · 2024
Jayesh M. Sonawane, Jesse Greener
Read original paper ↗ ·Data Analytics for Catalysis Predictions: Are We Ready Yet?
ACS Catalysis · 2024
Difan Zhang, Brett A. Smith, Haiyi Wu, Manh‐Thuong Nguyen, Roger J. Rousseau, Vassiliki‐Alexandra Glezakou
Read original paper ↗ ·Combined helical-blade-strengthened co-flow focusing and high-throughput screening for the synthesis of highly homogeneous nanoliposomes
Nano Today · 2024
Haoji Wang, Zhengyi Lan, Ruizhi Tian, Liang Xiao, Fuhao Jia, Ming Ma, Hangrong Chen
Read original paper ↗ ·Autonomous battery optimisation by deploying distributed experiments and simulations
ChemRxiv · 2024
Monika Vogler, Simon Krarup Steensen, Francisco Ramirez, Leon Merker, Jonas Busk, Johan Martin Carlsson, Laura Rieger, Bojing Zhang, François Liot, Giovanni Pizzi, Felix Hanke, Eibar Flores, Hamidreza Hajiyani, Stefan Fuchs, Alexey O. Sanin, Miran Gaberšček, Ivano E. Castelli, Simon Clark, Tejs Vegge, Arghya Bhowmik, Helge Sören Stein
Read original paper ↗ ·Delocalized, asynchronous, closed-loop discovery of organic laser emitters
Science · 2024
Felix Strieth‐Kalthoff, Han Hao, Vandana Rathore, Joshua S. Derasp, Théophile Gaudin, Nicholas H. Angello, Martin T. Seifrid, Ekaterina Trushina, Mason A. Guy, Junliang Liu, Xun Hai Tang, Masashi Mamada, Wesley Wang, Tuul Tsagaantsooj, Cyrille Lavigne, Robert Pollice, Tony Wu, Kazuhiro Hotta, Leticia Bodo, Shangyu Li, Mohammad Haddadnia, Agnieszka Wołos, Rafał Roszak, Cher Tian Ser, Carlota Bozal‐Ginesta, Riley J. Hickman, Jenya Vestfrid, Andrés Aguilar‐Granda, Elena L. Klimareva, Ralph C. Sigerson, Wenduan Hou, Daniel Gahler, Sławomir Lach, Adrian Warzybok, Oleg Borodin, Simon Rohrbach, Benjamín Sánchez-Lengeling, Chihaya Adachi, Bartosz A. Grzybowski, Leroy Cronin, Jason E. Hein, Martin D. Burke, Alán Aspuru‐Guzik
Read original paper ↗ ·Roadmap on data-centric materials science
Modelling and Simulation in Materials Science and Engineering · 2024
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, Zongrui Pei, Thomas A. R. Purcell, Dierk Raabe, Markus Rampp, Mariana Rossi, Jan Michael Rost, James E. Saal, Ulf Saalmann, Kasturi Narasimha Sasidhar, 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, Junqi Yin, Meng Zhao, Matthias Scheffler
Read original paper ↗ ·Modern Automation in Organic Synthesis Laboratories
Elsevier eBooks · 2024
Pascal Miéville, Florian de Nanteuil
Read original paper ↗ ·The advancement of artificial intelligence in biomedical research and health innovation: challenges and opportunities in emerging economies
Globalization and Health · 2024
Renan Gonçalves Leonel da Silva
Read original paper ↗ ·Scientific Discovery at the Press of a Button: Navigating Emerging Cloud Laboratory Technology
Advanced Materials Technologies · 2024
D. Sebastian Arias, Rebecca E. Taylor
Read original paper ↗ ·Tackling Data Scarcity Challenge through Active Learning in Materials Processing with Electrospray
Advanced Intelligent Systems · 2024
Fanjin Wang, Anthony Henry Harker, Mohan J. Edirisinghe, Maryam Parhizkar
Read original paper ↗ ·A printing-inspired digital twin for the self-driving, high-throughput, closed-loop optimization of roll-to-roll printed photovoltaics
Cell Reports Physical Science · 2024
Leonard W. T. Ng, Na An, Liu Yang, Yinhua Zhou, Dong Wook Chang, Jueng‐Eun Kim, Luke J. Sutherland, Tawfique Hasan, Mei Gao, Doojin Vak
Read original paper ↗ ·Multi-objective Bayesian active learning for MeV-ultrafast electron diffraction
Nature Communications · 2024
Fuhao Ji, Auralee L. Edelen, Ryan Roussel, Xiaozhe Shen, Sara Miskovich, Stephen P. Weathersby, Duan Luo, Mianzhen Mo, Patrick L. Kramer, Christopher Mayes, Mohamed A. K. Othman, Emilio Alessandro Nanni, Xijie J. Wang, Alexander H. Reid, Michael P. Minitti, R. J. England
Read original paper ↗ ·Autonomous Hyperspectral Characterisation Station: Robot Aided Measuring of Polymer Degradation
IEEE Transactions on Automation Science and Engineering · 2024
Shayan Azizi, Ehsan Asadi, Shaun C. Howard, Benjamin W. Muir, Riley O’Shea, Alireza Bab‐Hadiashar
Read original paper ↗ ·Recent progress on surface chemistry II: Property and characterization
Chinese Chemical Letters · 2024
Xin Li, Zhen Xu, Donglei Bu, Jinming Cai, Huamei Chen, Qi Chen, Ting Chen, Fang Cheng, Lifeng Chi, Wenjie Dong, Zhen‐Chao Dong, Shixuan Du, Qitang Fan, Xing Ping Fan, Qiang Fu, Song Gao, Jing Guo, Weijun Guo, He Yang, Shimin Hou, Ying Lan Jiang, Huihui Kong, Baojun Li, Deng‐Yuan Li, Jie Li, Qing Feng Li, Ruoning Li, Shuying Li, Yuxuan Lin, Mengxi Liu, Pei Nian Liu, Yanyan Liu, Jing‐Tao Lü, Chuanxu Ma, Haoyang Pan, JinLiang Pan, Minghu Pan, Xiaohui Qiu, Ziyong Shen, Qiang Sun, Shijing Tan, Bing Wang, Dong Wang, Li Wang, Lili Wang, Tao Wang, Xiang Wang, Xingyue Wang, Xueyan Wang, Yansong Wang, Yu Wang, Kai Ming Wu, Wei Xu, Na Xue, Linghao Yan, Fan Yang, Zhiyong Yang, Chi Zhang, Xue Zhang, Yang Zhang, Yao Zhang, Xiong Zhou, Junfa Zhu, Yajie Zhang, Feixue Gao, Yongfeng Wang
Read original paper ↗ ·Wet-spinning of carbon nanotube fibers: dispersion, processing and properties
National Science Review · 2024
Zhicheng Yang, Yinan Yang, Yufei Huang, Yanyan Shao, Yanyan Shao, Shendong Yao, Shendong Yao, Qiqing Xi, Yinben Guo, Lianming Tong, Muqiang Jian, Yuanlong Shao, Yuanlong Shao, Jin Zhang
Read original paper ↗ ·Next generation fatigue crack growth experiments of aerospace materials
Scientific Reports · 2024
Tobias Strohmann, David Melching, Florian Paysan, Eric Dietrich, Guillermo Carlos Requena, Eric Breitbarth
Read original paper ↗ ·RABIT, a Robot Arm Bug Intervention Tool for Self-Driving Labs
IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) · 2024
Zainab Saeed Wattoo, Petal Vitis, Ruizhe Zhu, Noah Depner, Ivory Zhang, Jason E. Hein, Arpan Gujarati, Margo Seltzer
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 ↗ ·Fabrication of pristine 2D heterostructures for scanning probe microscopy
APL Materials · 2024
James McKenzie, Nileema Sharma, Xiaolong Liu
Read original paper ↗ ·Semiautomated experiment with a robotic system and data generation by foundation models for synthesis of polyamic acid particles
Polymer Journal · 2024
Kan Hatakeyama‐Sato, Hiroki Ishikawa, Shinya Takaishi, Yasuhiko Igarashi, Yuta Nabae, Teruaki Hayakawa
Read original paper ↗ ·Accelerating Formulation Design via Machine Learning: Generating a High-throughput Shampoo Formulations Dataset
Scientific Data · 2024
Aniket Chitre, Robert C. M. Querimit, Simon D. Rihm, Dogancan Karan, Benchuan Zhu, Ke Wang, Long Wang, Kedar Hippalgaonkar, Alexei A. Lapkin
Read original paper ↗ ·Integration of artificial intelligence and big data in materials science: New paradigms and scientific discoveries
Chinese Science Bulletin (Chinese Version) · 2024
Shuai Yang, Jianjun Liu, Fan Jin, Ying Lu
Read original paper ↗ ·Single Atom Catalysts Based on Earth-Abundant Metals for Energy-Related Applications
Chemical Reviews · 2024
Štěpán Kment, Aristides Bakandritsos, Iosif Tantis, Hana Kmentová, Yunpeng Zuo, Olivier Henrotte, Alberto Naldoni, Michal Otyepka, Rajender S. Varma, Radek Zbořil
Read original paper ↗ ·Artificial Intelligence and Machine Learning for Sustainable Molecular-to-Systems Engineering
Systems and Control Transactions · 2024
Alexander W. Dowling
Read original paper ↗ ·Opportunities for Process Intensification with Membranes to Promote Circular Economy Development for Critical Minerals
Systems and Control Transactions · 2024
Molly Dougher, Laurianne Lair, Jonathan Aubuchon Ouimet, William A. Phillip, Thomas J. Tarka, Alexander W. Dowling
Read original paper ↗ ·Targeted materials discovery using Bayesian algorithm execution
npj Computational Materials · 2024
Sathya R. Chitturi, Akash Ramdas, Yue Wu, Brian A. Rohr, Stefano Ermon, Jennifer A. Dionne, Felipe H. da Jornada, Mike Dunne, Christopher J. Tassone, Willie Neiswanger, Daniel F. Ratner
Read original paper ↗ ·