Papers citing Self-Driving Laboratory for Polymer Electronics
Leveraging Artificial Intelligence for Accelerated Polymer Synthesis and Design
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT · 2025
Shilpa Sharma
Read original paper ↗ ·VISION: a modular AI assistant for natural human-instrument interaction at scientific user facilities
Machine Learning Science and Technology · 2025
Shray Mathur, Noah van der Vleuten, Kevin G. Yager, Esther H. R. Tsai
Read original paper ↗ ·Machine-Learning-Assisted Molecular Design of Innovative Polymers
Accounts of Materials Research · 2025
Tianle Yue, Jianxin He, Ying Li
Read original paper ↗ ·A review on electrolyte innovation enabled by machine learning for energy storage applications
Materials Today Physics · 2025
Nishant Shukla, Manashi Saikia, Madhuryya Deka
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 ↗ ·Role of High Fidelity Vs. Low Fidelity Experimental Data in Machine Learning Model Performance for Predicting Polymer Solubility
Macromolecular Rapid Communications · 2025
Mona Amrihesari, Manali Banerjee, Raul Olmedo, Blair Kathryn Brettmann
Read original paper ↗ ·Limitations of theory-informed machine learning algorithms for the prediction and exploration of molecular properties: Solvation free energy as a case study
APL Machine Learning · 2025
Jeffrey G. Ethier, Andrew S. Paluch, Vikas Varshney
Read original paper ↗ ·Automation-Assisted Photoinduced Atom Transfer Radical Polymerization
ACS Polymers Au · 2025
Cesar Ramirez, Eman Ahmed, Elena Di Mare, Maria Pineiro-Goncalves, Apostolos J. Maroulis, Prajakatta Mulay, D. Christopher Radford, Adam J. Gormley
Read original paper ↗ ·Path to Machine Learning-Driven Autonomous Systems for Solid-State Electrolyte Batteries: Design, Fabrication, and Lifetime Prediction
ACS Applied Energy Materials · 2025
Sung Eun Jerng
Read original paper ↗ ·Exocortex Network for AI-Augmented Human-Led Scientific Expedition
Photon Science · 2025
Esther H. R. Tsai, Kevin G. Yager
Read original paper ↗ ·High-Throughput Robotic GIWAXS at ALS SAXS/WAXS Beamline
Photon Science · 2025
Eric G. Schaible, Ivan Galikeev, Matthew Roizin-Prior, Garrett W. Birkel, Yunfei Wang, Wiebke Koepp, Raja Vyshnavi Sriramoju, Harold S. Barnard, Chinweike Osubor, Camille Molsick-Gibson, Piotr Gach, Sujoy Roy, Xiaodan Gu, Dylan McReynolds, Alexander Hexemer, Lucas Kistulentz, Damon English, Dilworth Y. Parkinson, Chenhui Zhu
Read original paper ↗ ·Autonomous Synthesis and Inverse Design of Electrochromic Polymers with High Efficiency and Accuracy
Journal of the American Chemical Society · 2025
Yukun Wu, Aikaterini Vriza, Doga Ozgulbas, Rafael Vescovi, Jianing Zhou, Zhiyang Wang, Shiyu Hu, Yuepeng Zhang, Qiaomu Yang, Anna M. Österholm, John R. Reynolds, Subramanian K. R. S. Sankaranarayanan, Maria K. Y. Chan, Ian T Foster, Jianguo Mei, Henry Chan, Jie Xu
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 ↗ ·Adaptive AI decision interface for autonomous electronic material discovery
Nature Chemical Engineering · 2025
Yahao Dai, Henry Chan, Aikaterini Vriza, Jing‐Yuan Fan, Fredrick Kim, Yunfei Wang, Wei Liu, Naisong Shan, Zoe Xu, Jing Xu, Max Weires, Yukun Wu, Zhiqiang Cao, C. S. Miller, Ralu Nana Silvia Divan, Xiaodan Gu, Chenhui Zhu, Sihong Wang, Jie Xu, Jie Xu
Read original paper ↗ ·Electronic polymer discovery through adaptive AI-guided autonomous experimentation
Nature Chemical Engineering · 2025
Read original paper ↗ ·Pareto-Optimal Experimentation: Human-Guided Multi-Objective Bayesian Optimization in Scanning Probe Microscopy
Nano Letters · 2025
Yu Liu, Sergei V. Kalinin
Read original paper ↗ ·Autonomous Nanoparticle Synthesis Guided by In Situ Multiscale Structural Characterization
Journal of the American Chemical Society · 2025
Hyeong Jin Kim, Matthew R. Carbone, Fang Lu, Xiaohui Qu, Kristofer Reyes, Honghu Zhang, Lihua Zhang, Oleg Gang, Yugang Zhang
Read original paper ↗ ·MATTERIX: toward a digital twin for robotics-assisted chemistry laboratory automation
Nature Computational Science · 2025
Kourosh Darvish, Arjun Sohal, Abhijoy Mandal, Hatem Fakhruldeen, Nikola Radulov, Zhengxue Zhou, Satheeshkumar Veeramani, Joshua Choi, Sijie Han, Brayden Zhang, Jeeyeoun Chae, Alex Wright, Yijie Wang, Hossein Darvish, Yuchi Zhao, Gary Tom, Han Hao, Miroslav Bogdanović, Gabriella Pizzuto, A. Cooper, Alán Aspuru‐Guzik, Florian Shkurti, Animesh Garg
Read original paper ↗ ·AI-Driven Design of Multifunctional Polyimides: Revolutionizing the Paradigm from Data to Synthesis
Acta Physico-Chimica Sinica · 2026
Zepeng Zhang, Qikun Wu, Xinlong Wang, Yansong Liao, Yuzhou Lin, Ziqin Li, Shaoping Wu, Quancong Zhang, Zongyuan Xiao, Mingbin Gao, Wenqiu Su, Wenjing Hong
Read original paper ↗ ·Towards an artificial intelligence ecosystem for performance-driven polymer design
Polymer Chemistry · 2026
Jie Zhu, Dong Wu, Zhao‐Yan Sun, H. C. Li, Xiayun Huang, Zhihong Nie
Read original paper ↗ ·Synergizing Chemical and AI Communities for Advancing Laboratories of the Future
ACS Central Science · 2026
Saejin Oh, Xinyi Fang, I-Hsin Lin, Paris Dee, Christopher S. Dunham, Stacy M. Copp, Abigail G. Doyle, Javier Read de Alaniz, Mengyang Gu
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 ↗ ·MADSci: A modular Python-based framework to enable autonomous science
The Journal of Open Source Software · 2026
Ryan Lewis, Tobias S. Ginsburg, Doga Ozgulbas, Casey Stone, Abraham Stroka, Aileen Cleary, Ian T. Foster, Noah H. Paulson
Read original paper ↗ ·Synergistic Evolution of Segmental Motion and Cooperative Relaxation within the Amorphous Phase of Organic Mixed Ionic-Electronic Conductors
ACS Nano · 2026
Shaochuan Luo, Yichen Ding, Wenlei Yin, Jingyuan Fan, Jiayu Lu, Yukun Li, Qi Chen, Labao Zhang, Chenhan Liu, Xiaoliang Wang, Gi Xue, Dongshan Zhou, Jie Xu
Read original paper ↗ ·AUTONOMOUS POLYMER MATERIALS DISCOVERY: ARTIFICIAL INTELLIGENCE ARCHITECTURES FOR GENERATIVE DESIGN AND CLOSED-LOOP ENGINEERING
European Journal of Materials Science and Engineering · 2026
Victor Ugbetan Agbogo, Moipone Linda Lethabane, MAVHUNGU Lucey Mapula, Emmanuel Rotimi Sadiku, INJOR Oryina Mbaadega
Read original paper ↗ ·Automated Identification of Thermal Transitions in Conjugated Material Thin Films Using In Situ Optical Spectroscopy
Small Methods · 2026
Doan Vu, Martyn Jevric, Alireza Samadani, Mats R. Andersson, Christopher Robert McNeill, Brendan T. O’Connor, Harald W. Ade
Read original paper ↗ ·Overcoming Roadblocks for Implementing AI/ML Methods for Materials Advancement
Annual Review of Materials Research · 2026
James A. Warren, Francesca Tavazza, Austin McDannald, Aaron Gilad Kusne, Howie Joress, David P. Hoogerheide, Brian DeCost, Kamal Kumar Choudhary, Debra J. Audus
Read original paper ↗ ·AI-driven innovation for organics in energy storage materials: Recent advances and near-term research opportunities
MRS Energy & Sustainability · 2026
Hassan Harb, Sungil Hong, Shi Li, Sapna L. Ramesh, Tanjin He, Hieu Anh Doan, Rajeev S. Assary
Read original paper ↗ ·Polymer informatics: Integrating data‐driven strategies, advanced machine learning, and automated synthesis for next‐generation polymer design
InfoScience. · 2026
Md Saiful Islam, Tamanna Hoque, Junied Islam Shuvo, Sheta Roy Tori, Sadit Bihongo Malitha, Md. Zahangir Alam, A K A Chowdhury
Read original paper ↗ ·Microstructure inference of organic thin films via light modulated photocurrent characterization
Organic Electronics · 2026
Nirmal Baishnab, Olga Wodo, Baskar Ganapathysubramanian
Read original paper ↗ ·Materials by machines: A review on intuition and knowledge-driven learning for rapid discovery and optimization
Materials Research Bulletin · 2026
Mohannad Zeyad Naser, Prasada Rao Rangaraju
Read original paper ↗ ·Additive manufacturing enabled autonomous laboratory for materials discovery and concurrent design of materials and shape
MRS Bulletin · 2026
Peter C. Collins, Thomas K. Ales
Read original paper ↗ ·Adaptive human-in-the-loop optimization using language-guided priors for chemical experiments
Journal of Chemical Information and Modeling · 2026
Amirreza Mottafegh, Gwang‐Noh Ahn
Read original paper ↗ ·Predicting Copolymerization Reactivity Ratios: Do We Need Better Models or Better Data?
Macromolecules · 2026
Caroline M. Coxwell, Dylan M. Anstine, Olexandr Isayev, Frank A. Leibfarth
Read original paper ↗ ·Cross-Scale Mixed Conduction in Organic Electrochemical Transistors: From Nanoscale Ion–Electron Coupling to Biointegrated Intelligence
ACS Nano · 2026
Zhenyuan Mei, Yaowu He, Hong Fu Meng
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 ↗ ·