Papers citing Bandgap tuning strategy by cations and halide ions of lead halide perovskites learned from machine learning
The Neoteric technical advances for improving Physical and Optical characteristics of Perovskite solar cells - A review
SPAST Abstracts · 2021
Nitin Ralph Pochont, Y Rajasekhar, Mrinal Dutta, Kuraganti Vasu, Tirupati
Read original paper ↗ ·Predicting Perovskite Bandgap and Solar Cell Performance with Machine Learning
Solar RRL · 2021
Elif Ceren Gök, Murat Onur Yildirim, Muhammed P. U. Haris, Esin Eren, Meenakshi Pegu, Naveen Harindu Hemasiri, Peng Huang, Samrana Kazim, Ayşegül Uygun Öksüz, Shahzada Ahmad
Read original paper ↗ ·Predicting the band gap of binary compounds from machine-learning regression methods
ChemRxiv · 2021
Mengbo Guo, Xuyang Xu, Han Xie
Read original paper ↗ ·Predicting the photon energy of quasi-2D lead halide perovskites from the precursor composition through machine learning
Nanoscale Advances · 2022
Wei Wang, Yueqiao Li, Ang Zou, Haochen Shi, Xiaofeng Huang, Yaoyao Li, Dong Wei, Bo Qiao, Suling Zhao, Zheng Xu, Dandan Song
Read original paper ↗ ·Screening interface passivation materials intelligently through machine learning for highly efficient perovskite solar cells
Journal of Materials Chemistry A · 2022
Wu Liu, Yao Lu, Dong Wei, Xiaomin Huo, Xiaofeng Huang, Yaoyao Li, Juan Meng, Suling Zhao, Bo Qiao, Zhiqin Liang, Zheng Xu, Dandan Song
Read original paper ↗ ·Key Factors Governing the External Quantum Efficiency of Thermally Activated Delayed Fluorescence Organic Light-Emitting Devices: Evidence from Machine Learning
ACS Omega · 2022
Haochen Shi, Wenzhu Jing, Wu Liu, Yaoyao Li, Zhaojun Li, Bo Qiao, Suling Zhao, Zheng Xu, Dandan Song
Read original paper ↗ ·Future Research Directions in Perovskite Solar Cells: Exquisite Photon Management and Thermodynamic Phase Stability
Advanced Materials · 2022
Hui‐Seon Kim, Nam‐Gyu Park
Read original paper ↗ ·Bandgap graded perovskite solar cell for above 30% efficiency
Optik · 2022
J. Prasanna, Ekta Goel, Amarjit Kumar, A. Laref, Chella Santhosh, Pranay Ranjan, Atul Kumar
Read original paper ↗ ·Optical Simulations in Perovskite Devices: A Critical Analysis
ACS Photonics · 2022
Shaoni Kar, Ken Kaushal, Natalia Yantara, Subodh G. Mhaisalkar
Read original paper ↗ ·Applications of machine learning in perovskite materials
Advanced Composites and Hybrid Materials · 2022
Ziman Wang, Ming Yang, Xixi Xie, Chenyang Yu, Qinglong Jiang, Mina Huang, Hassan Algadi, Zhanhu Guo, Hang Zhang
Read original paper ↗ ·Predicting the device performance of the perovskite solar cells from the experimental parameters through machine learning of existing experimental results
Journal of Energy Chemistry · 2022
Yao Lu, Dong Wei, Wu Liu, Juan Meng, Xiaomin Huo, Yu Zhang, Zhiqin Liang, Bo Qiao, Suling Zhao, Dandan Song, Zheng Xu
Read original paper ↗ ·All-in-One Electric Double Layer Supercapacitors Based on CH3NH3PbI3 Perovskite Electrodes
ACS Omega · 2022
Seher Güz, Merve Buldu-Aktürk, Hasan Göçmez, Emre Erdem
Read original paper ↗ ·First-principles study on the role of anion in the physical properties of lead-free halide double perovskites
Computational Materials Science · 2022
Neetesh Kumar, Sankar Ganesh Ramaraj, Pranavamoorthy Karthika, Nishitha P. Mathew, Rajalakshmi Radhakrishnan
Read original paper ↗ ·Machine learning-assisted screening of effective passivation materials for P–I–N type perovskite solar cells
Journal of Materials Chemistry C · 2023
Di Huang, Chaorong Guo, Zhennan Li, Haixin Zhou, Xiaojie Zhao, Zhimin Feng, Rui Zhang, Menglong Liu, Jiaojiao Liang, Ling Zhao, Juan Meng
Read original paper ↗ ·Bandgap Assessment of Compositional Variation for Uncovering High‐Efficiency Improved Stable All‐Inorganic Lead‐Free Perovskite Solar Cells
physica status solidi (a) · 2023
Ramachandran Thandaiah Prabu, S. Malathi, Atul Kumar, Bandar Ali Al‐Asbahi, A. Laref
Read original paper ↗ ·Machine Learning for Perovskite Solar Cells and Component Materials: Key Technologies and Prospects
Advanced Functional Materials · 2023
Yiming Liu, Xinyu Tan, Jie Liang, Hongwei Han, Peng Xiang, Wensheng Yan
Read original paper ↗ ·Machine learning enables intelligent screening of interface materials towards minimizing voltage losses for p-i-n type perovskite solar cells
Journal of Energy Chemistry · 2023
Wu Liu, Ning Meng, Xiaomin Huo, Yao Lu, Yu Zhang, Xiaofeng Huang, Zhenqun Liang, Suling Zhao, Bo Qiao, Zhiqin Liang, Zheng Xu, Dandan Song
Read original paper ↗ ·Machine learning for perovskite solar cell design
Computational Materials Science · 2023
Zhan Hui, Min Wang, Xiang Qian Yin, Yanan Wang, Yunliang Yue
Read original paper ↗ ·Machine learning-assisted design of wide bandgap perovskite materials for high-efficiency indoor photovoltaic applications
Materials Today Communications · 2023
Snehangshu Mishra, Binita Boro, Nitin Kumar Bansal, Trilok Singh
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 ↗ ·Emerging opportunities for hybrid perovskite solar cells using machine learning
APL Energy · 2023
Abigail R. Hering, Mansha Dubey, Marina S. Leite
Read original paper ↗ ·Auxiliary guidance manufacture and revealing potential mechanism of perovskite solar cell using machine learning
Journal of Energy Chemistry · 2023
Quan Zhang, Jianqi Wang, Guohua Liu
Read original paper ↗ ·Machine Learning in Perovskite Solar Cells: Recent Developments and Future Perspectives
Energy Technology · 2023
Nitin Kumar Bansal, Snehangshu Mishra, Himanshu Dixit, Shivam Porwal, Paulomi Singh, Trilok Singh
Read original paper ↗ ·Synergistic passivation of defects for inorganic perovskite solar cells with reduced open-circuit voltage deficiency
Journal of Materials Science · 2023
Ying Wang, Qiufeng Ye, Pengjie Hang, Yuxin Yao, Biao Li, Chenxia Kan, Daoyong Zhang, Xuegong Yu, Deren Yang
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 ↗ ·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 ↗ ·Bandgap Prediction of Hybrid Organic–Inorganic Perovskite Solar Cell Using Machine Learning
Journal of The Institution of Engineers (India) Series D · 2023
Debmalya Sadhu, Debasis De, Devansh Dattatreya, Arjun Deo, Subir Gupta
Read original paper ↗ ·Functionalized MXene/Halide Perovskite Heterojunctions for Perovskite Solar Cells Stable Under Real Outdoor Conditions
Advanced Energy Materials · 2023
Masoud Karimipour, Ashitha Paingott Parambil, Kenedy Tabah Tanko, Tiankai Zhang, Feng Gao, Mónica Lira‐Cantú
Read original paper ↗ ·ADDRESSING THE DRAWBACKS OF PEROVSKITE PHOTOVOLTAICS TO IMPROVE SOLAR ENERGY TECHNOLOGIES: A REVIEW
International Journal of Materials Engineering and Technology · 2023
Andrew Setley, Ching Ping Wong
Read original paper ↗ ·Advancing perovskite solar cell performance: Enhanced efficiency and stability through superimposed PbS QDs
Solar Energy · 2023
Fatemeh Eslami, Samiye Matloub
Read original paper ↗ ·Unraveling the Effect of Compositional Ratios on the Kesterite Thin-Film Solar Cells Using Machine Learning Techniques
Crystals · 2023
Vijay Chandrakant Karade, Santosh Shashikant Sutar, Jun Hwan Jang, Kuldeep Singh Gour, Seung Koo Shin, Mahesh P. Suryawanshi, Rajanish K. Kamat, Tukaram Dattatray Dongale, Jin Kim, Jae Sung Yun
Read original paper ↗ ·Green construction of fused heterocycles & synthesis of carbo-benzenic phosphine derivatives
Venue not supplied by source · 2023
Zhenyu Yao
Read original paper ↗ ·Effective Encapsulation and Surface Treatment for Damp‐Heat Stable Triple Cation Perovskite Solar Cells
Solar RRL · 2023
Hyojung Kim, Jaegwan Sin, Moonhoe Kim, Gisung Kim, Mijoung Kim, Jae‐Ho Kim, Gun Park, Bora Kim, Mun Seok Jeong, JungYup Yang
Read original paper ↗ ·Identifying Molecular Structure–Energy Level Quantitative Relationship of Thermally Activated Delayed Fluorescence Materials Using Machine Learning
The Journal of Physical Chemistry C · 2023
Haochen Shi, Yingjie Li, Suling Zhao, Bo Qiao, Zhiqin Liang, Honge Zhao, Zheng Xu, Dandan Song
Read original paper ↗ ·Temperature Dependence of Photoinduced Phase Segregation in Bromide-Rich Mixed Halide Perovskites
The Journal of Physical Chemistry C · 2023
Grigorii Verkhogliadov, Ross Haroldson, Dmitry S. Gets, Anvar A. Zakhidov, Sergey Makarov
Read original paper ↗ ·Carrier Trapping Deactivation by Halide Alloying in Formamidinium‐Based Lead Iodide Perovskites
Advanced Functional Materials · 2023
Jesús Jiménez‐López, Daniele Cortecchia, E Laine Wong, Giulia Folpini, Antonella Treglia, Ada Lilí Alvarado‐Leaños, Chun-Sheng Jack Wu, Andrea Olivati, Annamaria Petrozza
Read original paper ↗ ·Data‐Driven Approach to Accelerate the Design of Halide Perovskite for Photovoltaic Application Using Electronic Properties as Descriptors
Energy Technology · 2024
Shivam Aggarwal, Bharadwaj Jayam, Tanmoy Maiti
Read original paper ↗ ·Predicting the band gap of lead-free inorganic double perovskites using modified parallel residual network
Canadian Journal of Chemistry · 2024
Wei Luo, Jiahao Guan, Zuotao Yan
Read original paper ↗ ·Perovskite Solar Cells: A Review of the Latest Advances in Materials, Fabrication Techniques, and Stability Enhancement Strategies
Micromachines · 2024
Rakesh Ashok Afre, Diego Pugliese
Read original paper ↗ ·Strain‐Induced α‐Phase Stabilization for Low Dark Current FAPI‐Based Photodetectors
Advanced Optical Materials · 2024
Eunyoung Hong, Davide Nodari, Francesco Furlan, Edoardo Angela, Julianna Panidi, Martyn A. McLachlan, Nicola Gasparini
Read original paper ↗ ·Sensing Utilities of Cesium Lead Halide Perovskites and Composites: A Comprehensive Review
Sensors · 2024
Muthaiah Shellaiah, Kien Wen Sun, Natesan Thirumalaivasan, Mayank Bhushan, Arumugam Murugan
Read original paper ↗ ·Predicting the properties of perovskite materials by improved compositionally restricted attention-based networks and explainable machine learning
Journal of Physics D Applied Physics · 2024
Hui Zhan, Min Wang, Jiacheng Wang, Jialu Chen, Xiang Yin, Yunliang Yue
Read original paper ↗ ·Machine‐Learning‐Assisted Discovery of Mechanosynthesized Lead‐Free Metal Halide Perovskites for the Oxidative Photocatalytic Cleavage of Alkenes
Advanced Science · 2024
Yonghao Xiao, Khokan Choudhuri, Adisak Thanetchaiyakup, Wei Xin Chan, Xinwen Hu, Mansour Sadek, Ying Hern Tam, Ryan Guanying Loh, Sharifah Nadhirah Binte Shaik Mohammed, Kendric Jian Ying Lim, Ju Zheng Ten, Felipe Garcı́a, Vijila Chellappan, Tej Salil Choksi, Yee‐Fun Lim, Han Sen Soo
Read original paper ↗ ·Machine learning guided efficiency improvement for Sn‐based perovskite solar cells with efficiency exceeding 20%
Rare Metals · 2024
Weiyin Gao, Chenxin Ran, Liang Zhao, He Dong, Wang‐Yue Li, Zhao-Qi Gao, Yingdong Xia, Hai Huang, Yonghua Chen
Read original paper ↗ ·Collaborative Fabrication of High-Quality Perovskite Films for Efficient Solar Modules through Solvent Engineering and Vacuum Flash System
ACS Applied Materials & Interfaces · 2024
Jie Gao, Fei Fei, Yibo Xu, Shubo Wang, Yue Li, Kaihuai Du, Huina Sun, Xu Dong, Ningyi Yuan, Lvzhou Li, Jianning Ding
Read original paper ↗ ·Performance prediction and analysis of perovskite solar cells using machine learning
Journal of Alloys and Compounds Communications · 2024
Debmalya Sadhu, Devansh Dattatreya, Arjun Deo, Kartick Tarafder, Debasis De
Read original paper ↗ ·Overview of the Recent Findings in the Perovskite-Type Structures Used for Solar Cells and Hydrogen Storage
Energies · 2024
Meng-Hsueh Kuo, Neda Neyková, Ivo Stachiv
Read original paper ↗ ·Recent progress in the development of metal halide perovskite electronics for sensing applications
Materials Today Electronics · 2024
Albert Buertey Buer, Nana Yaw Asare Boateng, Benjamin Asafo-Adjei, Sooncheol Kwon, Jea Woong Jo
Read original paper ↗ ·Thermally evaporated perovskite light-emitting diodes for wide-color-gamut displays in AR/VR devices
Device · 2024
Liang Wang, Jianqiu Xu, Jiajun Luo, William W. Yu
Read original paper ↗ ·Overcoming the Open-Circuit Voltage Losses in Narrow Bandgap Perovskites for All-Perovskite Tandem Solar Cells
ACS Materials Letters · 2024
Yekitwork Abebe Temitmie, Muhammad Irfan Haider, Daniele T. Cuzzupè, Lucia Vittoria Mercaldo, Stefan Kraner, Paola Delli Veneri, Amare Benor, Azhar Fakharuddin, Lukas Schmidt‐Mende
Read original paper ↗ ·