Papers citing High-Throughput Study of Antisolvents on the Stability of Multicomponent Metal Halide Perovskites through Robotics-Based Synthesis and Machine Learning Approaches
Machine learning for high-throughput experimental exploration of metal halide perovskites
Joule · 2021
Mahshid Ahmadi, Maxim A Ziatdinov, Yuanyuan Zhou, Eric Andrew Lass, Sergei V. Kalinin
Read original paper ↗ ·“Green” synthesis of highly luminescent lead-free Cs 2 Ag x Na 1− x Bi y In 1− y Cl 6 perovskites
Journal of Materials Chemistry C · 2022
Oleksandr L. Stroyuk, Oleksandra Raievska, Anastasia Barabash, Miroslaw Batentschuk, Andres Osvet, Saskia Fiedler, Ute Resch‐Genger, Jens Hauch, Christoph Josef Brabec
Read original paper ↗ ·Accelerating perovskite materials discovery and correlated energy applications through artificial intelligence
Energy Materials · 2022
Jiechun Liang, Tingting Wu2, Ziwei Wang, Yunduo Yu, Linfeng Hu, Huamei Li, Xiaohong Zhang, Xi Zhu, Yu Zhao
Read original paper ↗ ·Halide Perovskite Crystallization Processes and Methods in Nanocrystals, Single Crystals, and Thin Films
Advanced Materials · 2022
Qiaojiao Gao, Jianhang Qi, Kai Chen, Minghao Xia, Yue Hu, Anyi Mei, Hongwei Han
Read original paper ↗ ·Materials Data toward Machine Learning: Advances and Challenges
The Journal of Physical Chemistry Letters · 2022
Linggang Zhu, Jian Xin Zhou, Zhimei Sun
Read original paper ↗ ·An adaptive framework to accelerate optimization of high flame retardant composites using machine learning
Composites Science and Technology · 2022
Fengqing Chen, Longjie Weng, Jinhe Wang, Pin Chieh Wu, Dianpu Ma, Fei Pan, Peng Ding
Read original paper ↗ ·Toward autonomous laboratories: Convergence of artificial intelligence and experimental automation
Progress in Materials Science · 2022
Yunchao Xie, Kianoosh Sattari, Chi Zhang, Jian Lin
Read original paper ↗ ·Exploring the Evolution of Metal Halide Perovskites via Latent Representations of the Photoluminescent Spectra
Advanced Intelligent Systems · 2023
Sheryl L. Sanchez, Yongtao Liu, Jonghee Yang, Sergei V. Kalinin, Maxim A Ziatdinov, Mahshid Ahmadi
Read original paper ↗ ·The rise of self-driving labs in chemical and materials sciences
Nature Synthesis · 2023
Milad Abolhasani, Eugenia Kumacheva
Read original paper ↗ ·Toward self-organizing low-dimensional organic–inorganic hybrid perovskites: Machine learning-driven co-navigation of chemical and compositional spaces
MRS Bulletin · 2023
Jonghee Yang, Sergei V. Kalinin, Ekin D. Cubuk, Maxim A Ziatdinov, Mahshid Ahmadi
Read original paper ↗ ·Closed-loop optimization of nanoparticle synthesis enabled by robotics and machine learning
Matter · 2023
Jungwon Park, Young Min Kim, Seonghun Hong, Byungchan Han, Ki Tae Nam, Yousung Jung
Read original paper ↗ ·Combined Ultraviolet Ozone and Thermally Activated Formamidinium Iodide Solution to Fabricate Large Grain FAPbI2.6Br0.3Cl0.1 Films
ACS Omega · 2023
Bhabani Sankar Swain, Son Pal Singh, Rahim Abdur, Jae‐Hun Kim, Jaegab Lee
Read original paper ↗ ·A robotic platform for the synthesis of colloidal nanocrystals
Nature Synthesis · 2023
Haitao Zhao, Wei Chen, Hao Huang, Zhehao Sun, Zijian Chen, Lingjun Wu, Baicheng Zhang, Fuming Lai, Zhuo Wang, Mukhtar Lawan Adam, Cheng Heng Pang, Paul Kim-Ho Chu, Yang Lü, Tao Wu, Jun Jiang, Zongyou Yin, Xue‐Feng Yu
Read original paper ↗ ·The Effect of Redox Reactions on the Stability of Perovskite Solar Cells
ChemPhotoChem · 2023
Xuteng Yu, Yao Wang, Peng Fei Gao
Read original paper ↗ ·High-Throughput Automated Exploration of Phase Growth Kinetics in Quasi-2D Formamidinium Metal Halide Perovskites
ChemRxiv · 2023
Jonghee Yang, Benjamin J. Lawrie, Sergei V. Kalinin, Mahshid Ahmadi
Read original paper ↗ ·Probe microscopy is all you need *
Machine Learning Science and Technology · 2023
Sergei V. Kalinin, Rama Krishnan Vasudevan, Yongtao Liu, Ayana Ghosh, Kevin M. Roccapriore, Maxim A Ziatdinov
Read original paper ↗ ·Robotic platform for accelerating the high-throughput study of silver nanocrystals in sensitive/selective Hg2+ detection
Chemical Engineering Journal · 2023
Lixiang Xing, Zijian Chen, Wei Chen, Paul Kim-Ho Chu, Xue‐Feng Yu, Haitao Zhao
Read original paper ↗ ·Empowering scientists with data-driven automated experimentation
Nature Synthesis · 2023
Jonghee Yang, Mahshid Ahmadi
Read original paper ↗ ·The role of machine learning in perovskite solar cell research
Journal of Alloys and Compounds · 2023
Chen Chen, Ayman Maqsood, T. Jesper Jacobsson
Read original paper ↗ ·Sustainable materials acceleration platform reveals stable and efficient wide-bandgap metal halide perovskite alloys
Matter · 2023
Tonghui Wang, Ruipeng Li, Hossein Ardekani, Lucía Serrano‐Luján, Jiantao Wang, Mahdi Ramezani, Ryan L. Wilmington, Mihirsinh Chauhan, Robert W. Epps, Kasra Darabi, Boyu Guo, Dali Sun, Milad Abolhasani, Kenan Gündoğdu, Aram Amassian
Read original paper ↗ ·High‐Throughput Automated Exploration of Phase Growth Behaviors in Quasi‐2D Formamidinium Metal Halide Perovskites
Advanced Energy Materials · 2023
Jonghee Yang, Benjamin J. Lawrie, Sergei V. Kalinin, Mahshid Ahmadi
Read original paper ↗ ·Machine‐Learning Accelerating the Development of Perovskite Photovoltaics
Solar RRL · 2023
Tiantian Liu, Sen Wang, Yinguang Shi, Lei Wu, Ruiyu Zhu, Yong Wang, Jun Zhou, Wallace C. H. Choy
Read original paper ↗ ·Domain hyper-languages bring robots together and enable the machine learning community
Device · 2023
Shakti P. Padhy, Sergei V. Kalinin
Read original paper ↗ ·PyLabRobot: An open-source, hardware-agnostic interface for liquid-handling robots and accessories
Device · 2023
Rick P. Wierenga, Stefan M. Golas, Wilson Ho, Connor W. Coley, Kevin M. Esvelt
Read original paper ↗ ·Communicating Supraparticles to Enable Perceptual, Information‐Providing Matter
Advanced Materials · 2023
Jakob Reichstein, Stephan Müssig, Susanne Wintzheimer, Karl Sebastian Mandel
Read original paper ↗ ·Data‐Driven Fine Element Tuning of Halide Double Perovskite for Enhanced Photoluminescence
Advanced Optical Materials · 2023
Lingjun Wu, Zijian Chen, Zhongcheng Yuan, Bobin Wu, Shaohui Liu, Zixuan Wang, Jonathan P. Mailoa, Chenru Duan, Hao Huang, Chang‐Yu Hsieh, Xue‐Feng Yu, Haitao Zhao
Read original paper ↗ ·Explainability and human intervention in autonomous scanning probe microscopy
Patterns · 2023
Yongtao Liu, Maxim A Ziatdinov, Rama Krishnan Vasudevan, Sergei V. Kalinin
Read original paper ↗ ·Large language models for chemistry robotics
Autonomous Robots · 2023
Naruki Yoshikawa, Marta Skreta, Kourosh Darvish, Sebastian Arellano-Rubach, Zhi Ji, Lasse Bjørn Kristensen, Andrew Zou Li, Yuchi Zhao, Haoping Xu, Artur Kuramshin, Alán Aspuru‐Guzik, Florian Shkurti, Animesh Garg
Read original paper ↗ ·Automated LARP synthesis identifies optimal ligand combinations for perovskite nanocrystal preparation
Device · 2023
Milena P. Arciniegas, Liberato Manna
Read original paper ↗ ·Machine learning–assisted colloidal synthesis: A review
Materials Today Chemistry · 2023
Dayana Gulevich, Igor R. Nabiev, Pavel S. Samokhvalov
Read original paper ↗ ·High-Throughput Multi-Scale Experiments to Probe the Stability of Metal Halide Perovskites
ACS Energy Letters · 2023
Yalan Zhang, Yuanyuan Zhou
Read original paper ↗ ·Machine learning for expediting next-generation of fire-retardant polymer composites
Composites Communications · 2023
Pooya Jafari, Ruoran Zhang, Siqi Huo, Qingsheng Wang, Jianming Yong, Min Hong, Ravinesh Chand Deo, Hao Wang, Pingan Song
Read original paper ↗ ·Physics-driven discovery and bandgap engineering of hybrid perovskites
Digital Discovery · 2024
Sheryl L. Sanchez, Elham Foadian, Maxim A Ziatdinov, Jonghee Yang, Sergei V. Kalinin, Yongtao Liu, Mahshid Ahmadi
Read original paper ↗ ·Six metal cations in one double perovskite: exploring complexity of chloride elpasolites by high-throughput experimentation
Journal of Materials Chemistry C · 2024
Oleksandr L. Stroyuk, Oleksandra Raievska, Manuel Daum, Jens Hauch, Christoph Josef Brabec
Read original paper ↗ ·Strongly-confined colloidal lead-halide perovskite quantum dots: from synthesis to applications
Chemical Society Reviews · 2024
Junzhi Ye, Deepika Gaur, Chenjia Mi, Zijian Chen, Iago López‐Fernández, Haitao Zhao, Yitong Dong, Lakshminarayana Polavarapu, Robert L. Z. Hoye
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 ↗ ·Tailoring Local Chemical Ordering via Elemental Tuning in High-Entropy Alloys
Journal of the American Chemical Society · 2024
Zhennan Huang, Tangyuan Li, Boyang Li, Qi Dong, Jacob Smith, Shuke Li, Lin Xu, Guofeng Wang, Miaofang Chi, Liangbing Hu
Read original paper ↗ ·Accelerating Photostability Evaluation of Perovskite Films through Intelligent Spectral Learning-Based Early Diagnosis
ACS Energy Letters · 2024
Ziyi Liu, Jiyun Zhang, Gaofeng Rao, Zijian Peng, Yixing Huang, Simon Arnold, Bowen Liu, Can Deng, Chen Li, Heng Li, Hanxiang Zhi, Zhi Zhang, Wenke Zhou, Jens Hauch, Chaoyi Yan, Christoph Josef Brabec, Yicheng Zhao
Read original paper ↗ ·Lead-Free Halide Perovskites for Photocatalysis via High-Throughput Exploration
Chemistry of Materials · 2024
Astita Dubey, Sheryl L. Sanchez, Jonghee Yang, Mahshid Ahmadi
Read original paper ↗ ·Designing workflows for materials characterization
Applied Physics Reviews · 2024
Sergei V. Kalinin, Maxim A Ziatdinov, Mahshid Ahmadi, Ayana Ghosh, Kevin M. Roccapriore, Yongtao Liu, Rama Krishnan Vasudevan
Read original paper ↗ ·Redox-Sensitive NiO x Stabilizing Perovskite Films for High-Performance Photovoltaics
Journal of the American Chemical Society · 2024
Fang Cao, Shaoqi Zhan, Xinfeng Dai, Fangwen Cheng, Weixin Li, Qifan Feng, Xiaofeng Huang, Jun Yin, Jing Li, Nanfeng Zheng, Binghui Wu
Read original paper ↗ ·From bulk effective mass to 2D carrier mobility accurate prediction via adversarial transfer learning
Nature Communications · 2024
Xinyu Chen, Shuaihua Lu, Qian Chen, Qionghua Zhou, Jinlan Wang
Read original paper ↗ ·Accelerating Materials Discovery by High‐Throughput GIWAXS Characterization of Quasi‐2D Formamidinium Metal Halide Perovskites
Advanced Functional Materials · 2024
Jonghee Yang, Juanita Hidalgo, Donghoon Song, Sergei V. Kalinin, Juan‐Pablo Correa‐Baena, Mahshid Ahmadi
Read original paper ↗ ·Decoding the Broadband Emission of 2D Pb‐Sn Halide Perovskites through High‐Throughput Exploration
Advanced Functional Materials · 2024
Elham Foadian, Jonghee Yang, Sumner B. Harris, Yipeng Tang, Christopher M. Rouleau, Syed Joy, Kenneth R. Graham, Benjamin J. Lawrie, Bin Hu, Mahshid Ahmadi
Read original paper ↗ ·Digital manufacturing of perovskite materials and solar cells
Applied Energy · 2024
Zixuan Wang, Zijian Chen, Boyuan Wang, Chuang Zhi Wu, Chao Zhou, Peng Yang, Xinyu Zhang, Zongming Ni, Chi-yung Chung, Ching-chuen Chan, Jian Ming Yang, Haitao Zhao
Read original paper ↗ ·When Metal Nanoclusters Meet Smart Synthesis
ACS Nano · 2024
Zhucheng Yang, Anye Shi, Ruixuan Zhang, Zuowei Ji, Jiali Li, Jingkuan Lyu, Jing Qian, Tiankai Chen, Xiaonan Wang, Fengqi You, Jianping Xie
Read original paper ↗ ·Repeatable Perovskite Solar Cells through Fully Automated Spin-Coating and Quenching
ACS Applied Materials & Interfaces · 2024
Daniel O. Baumann, Felix Laufer, Julie Roger, Roja Singh, Mohammad Gholipoor, Ulrich W. Paetzold
Read original paper ↗ ·From Sunlight to Solutions: Closing the Loop on Halide Perovskites
ACS Materials Au · 2024
Elham Foadian, Sheryl L. Sanchez, Sergei V. Kalinin, Mahshid Ahmadi
Read original paper ↗ ·A comprehensive review of machine learning applications in perovskite solar cells: Materials discovery, device performance, process optimization and systems integration
Materials Today Energy · 2024
Ling Mao, Changying Xiang
Read original paper ↗ ·Convergence of Nanotechnology and Machine Learning: The State of the Art, Challenges, and Perspectives
International Journal of Molecular Sciences · 2024
Arnav Tripathy, Akshata Yashwant Patne, Subhra Mohapatra, Shyam S. Mohapatra
Read original paper ↗ ·