Papers citing High-Throughput Study of Antisolvents on the Stability of Multicomponent Metal Halide Perovskites through Robotics-Based Synthesis and Machine Learning Approaches
Self-driving AMADAP laboratory: Accelerating the discovery and optimization of emerging perovskite photovoltaics
MRS Bulletin · 2024-12-01
Jiyun Zhang, Jianchang Wu, Oleksandr L. Stroyuk, Oleksandra Raievska, Larry Lüer, Jens Hauch, Christoph Josef Brabec
Read original paper ↗ ·Combinatorial composition-gradient and -aligned CsPb(Br1−xIx)3 films by IR-laser MBE
Journal of Applied Physics · 2024-12-04
Ryota Takahashi, Teppei Kuroda, Takuro Dazai, Toshihiro Sato, Hideomi Koinuma
Read original paper ↗ ·Tailoring Molecular Space to Navigate Phase Complexity in Cs‐Based Quasi‐2D Perovskites via Gated‐Gaussian‐Driven High‐Throughput Discovery
Advanced Energy Materials · 2024-12-20
Minsub Um, Sheryl L. Sanchez, Hochan Song, Benjamin J. Lawrie, Hyungju Ahn, Sergei V. Kalinin, Yongtao Liu, Hyosung Choi, Jonghee Yang, Mahshid Ahmadi
Read original paper ↗ ·Performance optimization of perovskite solar cells with an automated spin coating system and artificial intelligence technologies
EES solar. · 2025-01-01
Naoto Eguchi, Taro Fukazawa, Hiroyuki Kanda, Kohei Yamamoto, Takashi Miyake, Takurou N. Murakami
Read original paper ↗ ·Advancing perovskite photovoltaic technology through machine learning‐driven automation
InfoMat · 2025-02-24
Jiyun Zhang, Jianchang Wu, Vincent Marc Le Corre, Jens Hauch, Yicheng Zhao, Christoph Josef Brabec
Read original paper ↗ ·A Multiagent-Driven Robotic AI Chemist Enabling Autonomous Chemical Research On Demand
Journal of the American Chemical Society · 2025-03-08
Tao Song, Man Luo, Xiaolong Zhang, Linjiang Chen, Yan Huang, Jiaqi Cao, Qing Jun Zhu, Daobin Liu, Baicheng Zhang, Gang Zou, Guoqing Zhang, Fei Zhang, Weiwei Shang, Yao Fu, Jun Jiang, Yi Luo
Read original paper ↗ ·Ligand-induced self-assembly of twisted two-dimensional halide perovskites
Nature Synthesis · 2025-03-28
Jonghee Yang, Addis Fuhr, Subeom Shin, Kevin M. Roccapriore, Bogdan Dryzhakov, Bin Hu, Byeongjoo Kang, Hyungju Ahn, Woojae Kim, Bobby G. Sumpter, Sergei V. Kalinin, Mahshid Ahmadi
Read original paper ↗ ·AURORA - An Automatic Robotic Platform for Materials Discovery
ACS Applied Materials & Interfaces · 2025-04-23
Bingyu Lei, Per H. Svensson, Pavel V. Yushmanov, Lars A. Kloo
Read original paper ↗ ·Unlocking a self-driving research workflow for perovskite photovoltaics
Matter · 2025-06-01
Lifang Xie, Yalan Zhang, Noah Peterkes, Xiao‐Fen Li, Yike Guo, Yuanyuan Zhou
Read original paper ↗ ·Material intelligence by the convergence of artificial intelligence and robotic platforms
Nexus · 2025-07-02
Xinyu Zhang, Zijian Chen, Feibei Chen, Billy Fanady, Boyuan Wang, Zongming Ni, Shumin Zhou, Junzhi Ye, Guanhua Chen, Jie Liu, Robert L. Z. Hoye, Xiaobo Li, Samantha Yu-ling Chong, Wei Feng, Chi-yung Chung, Ching-chuen Chan, Linjiang Chen, Han Hao, Alán Aspuru‐Guzik, Jun Jiang, Haitao Zhao
Read original paper ↗ ·Machine Learning‐Driven Perovskite Research from Experimental Exploration to Industrial Development
Solar RRL · 2025-08-21
Zhuo Feng, Xu Zhu, Meng Hao, Antai Yang, Jixin Tang, Chengquan Zhong, Kailong Hu, Jiakai Liu, Jingzi Zhang, Xi Lin
Read original paper ↗ ·Materials discovery in combinatorial and high-throughput synthesis and processing: A new Frontier for SPM
Applied Physics Reviews · 2025-08-27
Boris N. Slautin, Yongtao Liu, Kamyar Barakati, Yu Liu, Reece Emery, Seungbum Hong, Astita Dubey, Vladimir V. Shvartsman, Doru Constantin Lupascu, Sheryl L. Sanchez, Mahshid Ahmadi, Yunseok Kim, Evgheni Strelcov, Keith A. Brown, Philip D. Rack, Sergei V. Kalinin
Read original paper ↗ ·Transformative applications of artificial intelligence in lithium battery materials science: advancements and future prospects
Rare Metals · 2025-09-29
Guangcun Shan, Zejian Ding, Liujiang Xi, Hongbin Zhao, Jiliang Zhang, Feng Xu
Read original paper ↗ ·Automation of the Antisolvent Method via an Automated Spin‐Coating System and the Effects of Reduced Surface Roughness and Depth Distribution of Residual PbI 2 on Reproducibility
Progress in Photovoltaics Research and Applications · 2025-11-27
Naoto Eguchi, Kohei Yamamoto, Hiroyuki Kanda, Santa Mondal, Takurou N. Murakami
Read original paper ↗ ·Machine Learning Unlocks New Directions in Halide Perovskite Research
ChemElectroChem · 2025-12-10
Hyejin Choe, Heesung Yoon, Inhyang Kim, Soo Young Kim
Read original paper ↗ ·Machine Learning Descriptors for Mapping Structure‐Property‐Performance Relationships of Perovskite Solar Cells
Advanced Energy Materials · 2025-12-12
Yu Su, Kongxiang Wang, Xiang Guan, Yumao Wu, Hong Zhang, Fengxian Xie, Junhao Chu
Read original paper ↗ ·Combinatorial to autonomous experimentation
Elsevier eBooks · 2026-01-01
Krishna Rajan
Read original paper ↗ ·Cost-aware Bayesian optimization of real-world nanoindentation workflows for accelerated mechanical characterization
Digital Discovery · 2026-01-01
Vivek K. Chawla, Stephen Puplampu, Haochen Zhu, Philip D. Rack, Dayakar Penumadu, Sergei V. Kalinin
Read original paper ↗ ·Foehn: An open-hardware asynchronous scheduling hub for high-throughput liquid-handling workflow
HardwareX · 2026-02-04
Yueyang Gao, Jacob Danks, Simon Dawes, Maximilian O. Besenhard
Read original paper ↗ ·Heavy Halide Nanomaterials as Next-Generation Hosts for Lanthanide Upconversion
Journal of the American Chemical Society · 2026-03-05
Artiom Skripka
Read original paper ↗ ·Understanding Synthesis Space in Ligand-Assisted Reprecipitated CsPb(Br x I 1– x ) 3 Perovskite Nanocrystals
ACS Nano · 2026-03-23
Yein Kim, Minsub Um, Subeom Shin, Hochan Song, Young Ran Park, Jonghee Yang
Read original paper ↗ ·Smart Exploration of Perovskite Photovoltaics: From AI Driven Discovery to Autonomous Laboratories
Advanced Energy Materials · 2026-03-27
Wenning Chen, Zheyu Zhang, Kelvian T. Mularso, Bonghyun Jo, Hyun Suk Jung
Read original paper ↗ ·Agentic Robotic Boxes for Perovskite Solar Cell Fabrication with Recipe Language Model
Engineering · 2026-04-08
Zijian Chen, Wenjin Yu, Chuang Wu, Feibei Chen, Zixuan Wang, Chao Zhou, Yimeng You, Shaojie Li, Qiyuan Zhu, Ning Ma, Yao Sun, Donghui Li, Billy Fanady, Shengchou Jiang, Zhongliang Yan, Shumin Zhou, Liang Li, Chang‐Yu Hsieh, Yang Bai, Lixin Xiao, Chi-yung Chung, Ching-chuen Chan, Zhanfeng Cui, Michaël Grätzel, Haitao Zhao
Read original paper ↗ ·A programmable and reconfigurable flow chemistry platform for high-throughput nanoparticle synthesis and screening
Chemical Engineering Journal · 2026-09-19
Thi Thuy Nguyen, Moc Tan Nguyen, Tae Seok Seo
Read original paper ↗ ·Towards system-level artificial intelligence in perovskite photovoltaics
Nature Reviews Electrical Engineering · 2026-10-01
Yifan Li, Wei Liu, Qing Cao, Shimin Di, Mohammad Khaja Nazeeruddin, Guixiang Li
Read original paper ↗ ·