Papers citing Machine-Learning-Accelerated Perovskite Crystallization
The effects of organic cation rotation in hybrid Organic-Inorganic Perovskites: A critical review
Materials & Design · 2022-07-21
Siyu Liu, Ruiqian Guo, Fengxian Xie
Read original paper ↗ ·Principled Exploration of Bipyridine and Terpyridine Additives to Promote Methylammonium Lead Iodide Perovskite Crystallization
Crystal Growth & Design · 2022-08-01
Noor Titan Putri Hartono, Mansoor Ani Najeeb, Zhi Li, Philip W. Nega, Clare A. Fleming, Xiaohe Sun, Emory M. Chan, Antonio Abate, Alexander J. Norquist, Joshua Schrier, Tonio Buonassisi
Read original paper ↗ ·Shape‐Controlled Solution‐Epitaxial Perovskite Micro‐Crystal Lasers Rivaling Vapor Deposited Ones
Advanced Functional Materials · 2022-09-01
Hany A. Afify, Viktor Rehm, Anastasia Barabash, Albert These, Jiyun Zhang, Andres Osvet, Christoph M. Schüßlbauer, Dominik Thiel, Tobias Ullrich, Martin Dierner, Thomas Przybilla, Johannes Will, Erdmann Spiecker, Dirk Michael Guldi, Christoph Josef Brabec, Wolfgang Heiß
Read original paper ↗ ·Machine‐Learning Modeling for Ultra‐Stable High‐Efficiency Perovskite Solar Cells
Advanced Energy Materials · 2022-09-13
Yingjie Hu, Xiaobing Hu, Lu Zhang, Tao Zheng, Jiaxue You, Binxia Jia, Yabin Ma, Xinyi Du, Lei Zhang, Jincheng Wang, Bo Che, Tao Chen, Shengzhong Frank Liu
Read original paper ↗ ·Accelerated innovation in developing high-performance metal halide perovskite solar cell using machine learning
International Journal of Modern Physics B · 2022-09-30
Anjan Kumar, Sangeeta Singh, Mustafa K. A. Mohammed, Dilip Kumar Sharma
Read original paper ↗ ·Recent Developments in Process Digitalisation for Advanced Nanomaterial Syntheses
Chemistry - Methods · 2022-09-30
Diego Iglesias, Dina A Haddad, Víctor Sans
Read original paper ↗ ·Machine learning for a sustainable energy future
Nature Reviews Materials · 2022-10-18
Zhenpeng Yao, Yanwei Lum, Andrew K. Johnston, L.M. Mejía-Mendoza, Xin Zhou, Yonggang Wen, Alán Aspuru‐Guzik, Edward Hartley Sargent, Zhi Wei Seh
Read original paper ↗ ·Toward autonomous laboratories: Convergence of artificial intelligence and experimental automation
Progress in Materials Science · 2022-11-11
Yunchao Xie, Kianoosh Sattari, Chi Zhang, Jian Lin
Read original paper ↗ ·Thermal evaporation and hybrid deposition of perovskite solar cells and mini-modules
Joule · 2022-12-01
Felix Utama Kosasih, Enkhtur Erdenebileg, Nripan Mathews, Subodh G. Mhaisalkar, Annalisa Bruno
Read original paper ↗ ·Accelerated chemical space search using a quantum-inspired cluster expansion approach
Matter · 2022-12-13
Hitarth Choubisa, Jehad Abed, Douglas Mendoza, Hidetoshi Matsumura, Masahiko Sugimura, Zhenpeng Yao, Ziyun Wang, Brandon R. Sutherland, Alán Aspuru‐Guzik, Edward Hartley Sargent
Read original paper ↗ ·Composition Engineering of Perovskite Single Crystals for High‐Performance Optoelectronics
Advanced Functional Materials · 2022-12-22
Yunxia Zhang, Yucheng Liu, Shengzhong Frank Liu
Read original paper ↗ ·Ab initio studies on perovskites
Elsevier eBooks · 2023-01-01
Tudor Luca Mitran, Rachel Elizabeth Brophy, Marina Cuzminschi, Nicolae Filipoiu, Movaffaq Kateb, Ioana Pintilie, Andrei R. Manolescu, George Alexandru Nemneş
Read original paper ↗ ·Discovery of all-inorganic lead-free perovskites with high photovoltaic performance via ensemble machine learning
Materials Horizons · 2023-01-01
Xia Cai, Yan Li, Jianfei Liu, Hao Zhang, Jianguo Pan, Yiqiang Zhan
Read original paper ↗ ·Machine learning in energy chemistry: introduction, challenges and perspectives
Energy Advances · 2023-01-01
Yuzhi Xu, Jiankai Ge, Cheng‐Wei Ju
Read original paper ↗ ·Perovskite-quantum dot hybrid solar cells: a multi-win strategy for high performance and stability
Journal of Materials Chemistry A · 2023-01-01
Ke Huang, Junlong Liu, Jianjuan Yuan, Wenchao Zhao, Kui Zhao, Zhihua Zhou
Read original paper ↗ ·Recent Advance of Machine Learning in Selecting New Materials
化学学报 · 2023-01-01
Xingyi Qi, Yaofeng Hu, Ruoyu Wang, Yaqing Yang, Yufei Zhao
Read original paper ↗ ·Smart Microfluidics: Synergy of Machine Learning and Microfluidics in the Development of Medical Diagnostics for Chronic and Emerging Infectious Diseases
Critical Reviews in Biomedical Engineering · 2023-01-01
David Madukwe, Moore Ikechi Mike-Ogburia, Nonso Nduka, Japhet Nzeobi
Read original paper ↗ ·Process Insights into Perovskite Thin‐Film Photovoltaics from Machine Learning with In Situ Luminescence Data
Solar RRL · 2023-01-19
Felix Laufer, Sebastian Ziegler, Fabian Schackmar, Edwin A. Moreno Viteri, Markus Götz, Charlotte Debus, Fabian Isensee, Ulrich W. Paetzold
Read original paper ↗ ·Discovering a formula for the high temperature oxidation behavior of FeCrAlCoNi based high entropy alloys by domain knowledge-guided machine learning
Journal of Material Science and Technology · 2023-02-05
Qinghua Wei, Bin Cao, Lucheng Deng, Ankang Sun, Ziqiang Dong, Tong‐Yi Zhang
Read original paper ↗ ·High-throughput calculation and machine learning of two-dimensional halide perovskite materials: Formation energy and band gap
Materials Today Communications · 2023-03-17
Wenguang Hu, Lei Zhang
Read original paper ↗ ·Accelerated prediction of perovskite material properties with classical machine learning and graph neural network
Materials Express · 2023-04-01
Zhihao Dong, Youyong Li, Youyong Li
Read original paper ↗ ·Perspective on machine learning based investigated materials to realize Stable-Efficient-Toxin free (S-E-T) perovskite solar cells
Materials Today Proceedings · 2023-05-01
Vinitha B. Elza, V. Suresh Babu, Nelsa Abraham
Read original paper ↗ ·Methods, progresses, and opportunities of materials informatics
InfoMat · 2023-06-01
Chen Li, Kun Zheng
Read original paper ↗ ·The role of machine learning in perovskite solar cell research
Journal of Alloys and Compounds · 2023-06-01
Chen Chen, Ayman Maqsood, T. Jesper Jacobsson
Read original paper ↗ ·Probing the Low-Frequency Response of Impedance Spectroscopy of Halide Perovskite Single Crystals Using Machine Learning
ACS Applied Materials & Interfaces · 2023-06-02
Nishi Parikh, Seçkin Akın, Abul Kalam, Daniel Prochowicz, Pankaj Yadav
Read original paper ↗ ·Photocatalytic Conversion of Methane: Current State of the Art, Challenges, and Future Perspectives
ACS Environmental Au · 2023-06-20
Zhuo Liu, Biyang Xu, Yujing Jiang, Yang Zhou, Xiaolian Sun, Yuanyuan Wang, Wenlei Zhu
Read original paper ↗ ·Machine learning for fast development of advanced energy materials
Next Materials · 2023-06-25
Bita Farhadi, Jiaxue You, Dexu Zheng, Lu Liu, Sajian Wu, Jianxun Li, Zhipeng Li, Kai Wang, Shengzhong Frank Liu
Read original paper ↗ ·A Data-Driven Platform for Two-Dimensional Hybrid Lead-Halide Perovskites
ACS Nano · 2023-07-05
An Chen, Zhilong Wang, Jing Gao, Yanqiang Han, Junfei Cai, Simin Ye, Jinjin Li
Read original paper ↗ ·Emerging opportunities for hybrid perovskite solar cells using machine learning
APL Energy · 2023-07-05
Abigail R. Hering, Mansha Dubey, Marina S. Leite
Read original paper ↗ ·Revolutionizing Low‐Cost Solar Cells with Machine Learning: A Systematic Review of Optimization Techniques
Advanced Energy and Sustainability Research · 2023-08-23
Satyam Bhatti, Habib Ullah Manzoor, Bruno Michel, Ruy S. Bonilla, Richard Abrams, Ahmed Zoha, Sajjad Hussain, Rami Ghannam
Read original paper ↗ ·Machine Learning‐Accelerated Development of Perovskite Optoelectronics Toward Efficient Energy Harvesting and Conversion
Advanced Energy and Sustainability Research · 2023-08-30
Baian Chen, Rui Chen, Bolong Huang
Read original paper ↗ ·Machine Learning in Perovskite Solar Cells: Recent Developments and Future Perspectives
Energy Technology · 2023-09-13
Nitin Kumar Bansal, Snehangshu Mishra, Himanshu Dixit, Shivam Porwal, Paulomi Singh, Trilok Singh
Read original paper ↗ ·Machine‐Learning Accelerating the Development of Perovskite Photovoltaics
Solar RRL · 2023-09-26
Tiantian Liu, Sen Wang, Yinguang Shi, Lei Wu, Ruiyu Zhu, Yong Wang, Jun Zhou, Wallace C. H. Choy
Read original paper ↗ ·Methoxy‐Based Passivator 4‐Methoxyphenethylammonium Iodide as Multifunctional Passivator for High‐Efficiency 3D/2D Flexible Perovskite Solar Cells over 23%
Solar RRL · 2023-10-13
Ruikun Cao, Yaohua Wang, Kexuan Sun, Yuanyuan Meng, Chang Liu, Ziyi Ge
Read original paper ↗ ·Accelerated design of stable halide perovskite heterostructure film in hostile condition via surface modifier
Organic Electronics · 2023-11-08
Shenyue Li, Yiru Huang, Lei Zhang
Read original paper ↗ ·Comprehensive and Accurate Prediction of Band Gap for Lead-Free Double Perovskites through Self-Modified Machine Learning Strategy
The Journal of Physical Chemistry C · 2023-11-21
Jing Lan, Songyang Yuan, Huiqun Zheng, Wenjian Yang, Wenzhe Li, Jiandong Fan
Read original paper ↗ ·Accelerated Discovery of Perovskite-Inspired Materials through Robotized Screening Including Solar Cell Characterization
ACS Applied Energy Materials · 2023-11-28
Allan Starkholm, Lars A. Kloo, Per H. Svensson
Read original paper ↗ ·Methods and Models of Machine Learning in Chemistry and Material Science Using Solute Diffusion Experiment
Computer Design Systems Theory and Practice · 2024-01-01
Oleksii Veretiuk, Nazariy Andrushchak
Read original paper ↗ ·Multi-Modal Transformer Architectures for Correlating Processing Conditions to Functional Performance in Perovskite Solar Cells
Journal of Artificial Intelligence for Materials Science · 2024-01-01
Ravi Kumar, Neha Sharma, Aniket Deshmukh
Read original paper ↗ ·Nature-inspired and computer-aided approaches to enable improved photovoltaic materials, more efficient processing, and novel devices
Elsevier eBooks · 2024-01-01
Aloysius F. Hepp, Ryne P. Raffaelle
Read original paper ↗ ·Role of quantum technology and artificial intelligence for nano-enabled microfluidics
Elsevier eBooks · 2024-01-01
Surendra Kumar Yadav, Kolleboyina Jayaramulu
Read original paper ↗ ·Universal machine learning aided synthesis approach of two-dimensional perovskites in a typical laboratory
Nature Communications · 2024-01-02
Yilei Wu, Changfeng Wang, Ming‐Gang Ju, Qiang‐Qiang Jia, Qionghua Zhou, Shuaihua Lu, Xinying Gao, Yi Zhang, Jinlan Wang
Read original paper ↗ ·Surface Patterned Omniphobic Tiles (SPOTs): a versatile platform for scalable liquid handling
bioRxiv (Cold Spring Harbor Laboratory) · 2024-01-22
Samira Shiri, Mohsin J. Qazi, Shenghao Tan, Jon Albo, Arnold Chen, Rena Fukuda, Mika Sarkin Jain, Nkazi Nchinda, Mark Menesses, Ghada H. Ahmed, Arynn O. Gallegos, Mahesh K. Gangishetty, Daniel N. Congreve, Nate Cira
Read original paper ↗ ·Review of computer‐aided methods in fat crystallization studies
Journal of the American Oil Chemists Society · 2024-01-30
Ang Qi, Lu Zhang
Read original paper ↗ ·Photocatalytic Reactors for the Production of Syngas Through Natural Gas Methane
Elsevier eBooks · 2024-02-06
Ijaz Hussain, Zuhair Omar Malaibari, Abdullah Mohammed Aitani, Obaid F. Aldosari, Mohammad Adeel Sharif, Walid Nabgan, Ahmed T. Al-Qathmi, Aishah Abdul Jalil
Read original paper ↗ ·DLSIA: Deep Learning for Scientific Image Analysis
Journal of Applied Crystallography · 2024-03-01
Eric J. Roberts, Tanny Chávez, Alexander Hexemer, Petrus H. Zwart
Read original paper ↗ ·The Future of Material Scientists in an Age of Artificial Intelligence
Advanced Science · 2024-03-13
Ayman Maqsood, Chen Chen, T. Jesper Jacobsson
Read original paper ↗ ·Structurally Flexible 2D Spacer for Suppressing the Electron–Phonon Coupling Induced Non-Radiative Decay in Perovskite Solar Cells
Nano-Micro Letters · 2024-04-24
Ruikun Cao, Kexuan Sun, Chang Liu, Yuhong Mao, Wei Guo, Ping Ouyang, Yuanyuan Meng, Ruijia Tian, Lisha Xie, Xujie Lü, Ziyi Ge
Read original paper ↗ ·Machine Learning Methods to Improve Crystallization through the Prediction of Solute–Solvent Interactions
Crystals · 2024-05-24
Aatish Kandaswamy, Sebastian Patrick Schwaminger
Read original paper ↗ ·Machine learning-based screening of two-dimensional perovskite organic spacers
Advanced Composites and Hybrid Materials · 2024-06-01
Yongxiang Mai, Jianyao Tang, Haogang Meng, Xiaohui Li, Meiyue Liu, Chen Zeng, Putao Zhang, Shengjun Li
Read original paper ↗ ·