Papers citing Bandgap tuning strategy by cations and halide ions of lead halide perovskites learned from machine learning
Machine Learning Approaches in Advancing Perovskite Solar Cells Research
Advanced Theory and Simulations · 2024
Subham Subba, Pratika Rai, Suman Chatterjee
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 ↗ ·Predictive Modeling for Bandgap Tuning in Perovskite Solar Cells Using Machine Learning
IEEE International Conference of Electron Devices Society Kolkata Chapter (EDKCON) · 2024
Dipayan Chatterjee, Suman Panja, Swarupa Das, Sudeshna Kundu, Sowradeep Pal, Kanishka Majumder
Read original paper ↗ ·A comprehensive optimization of highly efficient MA-Free wide-bandgap perovskites for 4-T Perovskite/Silicon tandem solar cells
Chemical Engineering Journal · 2024
Yu‐Ching Huang, Sheng-Wen Huang, Chia‐Feng Li, Shih‐Han Huang, Feng‐Yu Tsai, Wei‐Fang Su
Read original paper ↗ ·Förster Resonance Energy Transfer in Metal Halide Perovskite: Current Status and Future Prospects
ChemistryOpen · 2024
Siyang Liu, Waseem Akram, Fanghao Ye, Jingcheng Jin, Fangfang Niu, Shakeel Ahmed, Zhengbiao Ouyang, Shou‐Cheng Dong, Guijun Li
Read original paper ↗ ·A reliable, colloidal synthesis method of the orthorhombic chalcogenide perovskite, BaZrS 3 , and related ABS 3 nanomaterials (A = Sr, Ba; B = Ti, Zr, Hf): a step forward for earth-abundant, functional materials
Chemical Science · 2024
Daniel C. Hayes, Shubhanshu Agarwal, Kiruba Catherine Vincent, Izoduwa M. Aimiuwu, Apurva A. Pradhan, Madeleine C. Uible, Suzanne C. Bart, Rakesh Agrawal
Read original paper ↗ ·Impact of structural advancements interface engineering operational stability and commercial viability of perovskite/silicon tandem solar cells
Solar Energy · 2024
Muhammad Adnan, Zobia Irshad, Jongchul Lim
Read original paper ↗ ·Advancing all-perovskite two-terminal tandem solar cells: optimization of wide- and narrow-bandgap perovskites and interconnecting layers
Energy & Environmental Science · 2025
Qin Zhang, Xi Chen, Eng Liang Lim, Lei Shi, Zhanhua Wei
Read original paper ↗ ·Chloride-improved crystallization in sequentially vacuum-deposited perovskites for p–i–n perovskite solar cells
Sustainable Energy & Fuels · 2025
Jin Yan, Jasmeen Nespoli, Reinder K. Boekhoff, Haoxu Wang, Timo Gort, Martijn Tijssen, Bernardus Zijlstra, Arjan J. Houtepen, Tom J. Savenije, Olindo Isabella, Luana Mazzarella
Read original paper ↗ ·Comparative analysis of perovskites and other semiconductors
Semiconductors and semimetals · 2025
V. U. Ahmad, Daniel Walter
Read original paper ↗ ·Spectral accessibility tuning through perovskite quantum dots for up-/down-converting photovoltaic applications: a review
Nanoscale · 2025
Anushka Singh, Abhishek Srivastava, Jena Akash Kumar Satrughna, Shraddha Manohar Rajore, Archana Kanwade, Parasharam Maruti Shirage
Read original paper ↗ ·Theoretical advances and future perspectives of all-inorganic germanium-based perovskites
Journal of Materials Chemistry C · 2025
Ziming Kuang, Baoyun Liang, Tengcheng Huang, Tingting Shi, Weiguang Xie
Read original paper ↗ ·A Review of Perovskite-Based Solar Cells over the Last Decade: The Evolution of the Hole Transport Layer and the Use of WO3 as an Electron Transport Layer
Coatings · 2025
Albán Ávila-López, J.C. Cruz, Jesús Adrián Díaz‐Real, Karla García-Uitz, Daniel Canté-Góngora, German Rodríguez-May
Read original paper ↗ ·Additive engineering of nonlinear optical properties of all-inorganic halide perovskites
Journal of Optics · 2025
Ali Fatemi, Kazem Jamshidi-Ghaleh, Tavakkol Tohidi, Farzaneh Bayat
Read original paper ↗ ·Quantitative Analysis of Perovskite Morphologies Employing Deep Learning Framework Enables Accurate Solar Cell Performance Prediction
Small · 2025
Haixin Zhou, Kuo Wang, Cong Nie, Jiahao Deng, Ziye Chen, Kang Zhang, Xiaojie Zhao, Jiaojiao Liang, Di Huang, Ling Zhao, Hun Soo Jang, Jaemin Kong
Read original paper ↗ ·Band gap tuning in inorganic chlorine-based halide perovskites via solid-state synthesis at room temperature
Journal of Solid State Chemistry · 2025
Mahsa Shekarnoush, Francisco Servando Aguirre-Tostado, Leunam Fernández‐Izquierdo, Manuel Quevedo López
Read original paper ↗ ·Optimizing novel device configurations for perovskite solar cells: Enhancing stability and efficiency through machine learning on a large dataset
Renewable Energy · 2025
Frendy Jaya Kusuma, Eri Widianto, Wahyono Wahyono, Iman Santoso, Sholihun Sholihun, Moh. Adhib Ulil Absor, Setyawan P. Sakti, Kuwat Trıyana
Read original paper ↗ ·Optimization and Scalability of Polymer‐Modified PSCs Investigated by Machine Learning
Applied Research · 2025
Mohamed M. Elsenety, Christos Falaras, Elias Stathatos, Yunjuan Niu, Linhua Hu
Read original paper ↗ ·Enhanced Lattice Coherences and Improved Structural Stability in Quadruple A‐Site Substituted Lead Bromide Perovskites
Small · 2025
Marie Cherasse, Niusha Heshmati, Joanna. Reviewer Urban, Feray Ünlü, Michael S. Spencer, Maximilian Frenzel, L. Perfetti, Sanjay Mathur, Sebastian F. Maehrlein
Read original paper ↗ ·Graph Neural Network Based Macroscale AI Model for Perovskite Solar Cell Power Conversion Efficiency Prediction
European Journal of Energy Research · 2025
Seokhyun Chin
Read original paper ↗ ·Outlook and Future Directions for Indoor Photovoltaics: Modern Societal Needs and Challenges
Energy & Fuels · 2025
J.P. Tiwari
Read original paper ↗ ·Synthesis of doped ZIF-8@ZIF-67 hybrid nanocomposites: a strategy for enhancing supercapacitor performance for energy storage device
Clean Energy · 2025
Rita Anionye Daniel-Umeri, OM Osiele, Samuel Emuvokeraye Omoyibo, S.O. Malumi, Sunday Chukwuyem Ikpeseni
Read original paper ↗ ·Perovskite solar cells empowered by machine learning
Journal of Energy Chemistry · 2025
Zheng Li, Chong Xing Huang, Chong Huang, Lingfeng Chao, Yonghua Chen, Wei Huang, Gaojie Chen
Read original paper ↗ ·Logistic regression exploration of host–dopant compatibility in MR-TADF-based OLEDs
Optics Letters · 2025
Haotian Yue, SHAN HU HUANG, Xiaoliu Guan, Ye Tian, Hanrui Su, Hongbo Shao, Qiang Zhang, Runda Guo, Lei Wang
Read original paper ↗ ·Predicting high-performance perovskite solar cells using AI-based machine learning models
Materials Today Sustainability · 2025
Shafidah Shafian, Mohd Nizam Husen, Lin Xie, Kyungkon Kim
Read original paper ↗ ·Cubic Cesium Lead Bromide Stabilized by Ethylammonium Incorporation
Inorganic Chemistry · 2025
Maksim Tabatadze, Aleksandra D. Valueva, Hope A. Long, Sergei A. Novikov, Yiping Zhao, Vladislav V. Klepov
Read original paper ↗ ·Lead-free halide perovskite memristors for scalable crossbar arrays
Nano Convergence · 2025
Do Yeon Heo, Hyojung Kim
Read original paper ↗ ·Ammonium bromide as a saturable absorbing device for ultrafast photonics
Journal of Luminescence · 2025
Norita Mohd Yusoff, Josephine Liew Ying Chyi, Eng Khoon Ng, Han Kee Lee, Mohd Zul Hilmi Mayzan, Mohammed T. Alresheedi, N.H. Zainol Abidin, Ahmad Rifqi Md Zain, Mohd Adzir Mahdi
Read original paper ↗ ·Data-Driven Perovskite Design via High-Throughput Simulation and Machine Learning
Processes · 2025
Yidi Wang, Dan Sun, Bei Zhao, Tianyu Zhu, Chengcheng Liu, Zixuan Xu, Tianhang Zhou, Chunming Xu
Read original paper ↗ ·From Data‐Driven to Intelligence‐Driven: Innovating Research Paradigms of Perovskite Solar Cells
Solar RRL · 2025
Ang Li, Chenyi Yi
Read original paper ↗ ·Halide Perovskites for Neuromorphic Sensing and Computing
ACS Applied Materials & Interfaces · 2025
Seung Ju Kim, Hyeon Ji Lee, Gi Baek Nam, Ju‐Young Kim, Ho Won Jang
Read original paper ↗ ·Simulation‐Driven Bandgap Optimization of Absorber Layer Cs x (FA 0.88 MA 0.12 ) 1− x Pb(I 1− y Br y ) 3 for 25.8% Efficient n‐i‐p Solar Cells Under Outdoor Setup
Energy Technology · 2025
Snehal Mondal, Tiruvaipati Rikhitha, Anagh Maitra, Ashutosh Kumar Dikshit, Santanu Maity
Read original paper ↗ ·Algorithm-Guided Experimentation for Optimization of High-Performance Perovskite Solar Cells
ACS Energy Letters · 2025
Donghyun Oh, Sanggyun Kim, Carlo A. R. Perini, Juan‐Pablo Correa‐Baena, Nikolaos V. Sahinidis
Read original paper ↗ ·Accelerating perovskite solar cell design using machine learning: a comparative study on Pb and Sn compositions
Journal of Computational Electronics · 2025
Debajyoti Biswas, Shikha Marwaha
Read original paper ↗ ·From first principles to machine learning: accelerating the design and discovery of hybrid organic–inorganic perovskites
Digital Discovery · 2026
Yu Lim Kim, Tianle Yue, Ying Li
Read original paper ↗ ·Machine learning insights into band gap properties in halide-based perovskites
Physical Chemistry Chemical Physics · 2026
Chadawan Khamdang, Mengen Wang
Read original paper ↗ ·Perovskite solar cells towards industrialization: overcoming challenges with data-driven strategies
Nanoscale · 2026
Qi Pan, Qixuan Zhong, Jiang Pu, G. Yu, Jinxing Chen, Muhan Cao, Bo Feng
Read original paper ↗ ·Resolving ionic spectra of lead-halide perovskites to the nanometer
Nanoscale · 2026
Lukas Drago Ćavar, Emilia R. Schütz, Yenal Yalçinkaya, Constantin Bach, Carsten Deibel, Lukas Schmidt-Mende, Stefan A. L. Weber
Read original paper ↗ ·Vacuum-mediated crystallization stabilizes corner-sharing CsPbBrI perovskite without thermal annealing
Materials Advances · 2026
Austin Shoemaker, Diana K. LaFollette, Sanggyun Kim, Connor Davel, Carlo A. R. Perini, Juan‐Pablo Correa‐Baena
Read original paper ↗ ·Data-driven AI approaches for screening high-efficiency, stable, and lead-free perovskite photovoltaic materials: a review
Frontiers in Materials · 2026
Beibei Wang, Juan Wang, Liping Li, Dengwu Wang
Read original paper ↗ ·All‐Optical Modulated Bidirectional Responsive Synaptic Devices: Materials, Mechanisms, and Applications
Advanced Optical Materials · 2026
Hao Chen, Dongyue Huang, Zhiruo Zhang, Song Wang, Yinghui Han, Hui Huang
Read original paper ↗ ·Machine Learning Optimization of Perovskite Absorber Layer Compositions for Enhancing Perovskite Solar Cell Efficiency
IEEE Mediterranean Electrotechnical Conference (MELECON) · 2026
Mohamed Mammeri, Dehimi Lakhder, Francesco Giuseppe Della Corte
Read original paper ↗ ·Wafer‐Scale Room‐Temperature Processing of Lead‐Free Perovskites for Optoelectronic Applications
Advanced Science · 2026
Rosanna Mastria, Hoi Tung Lam, Ioannis Leontis, Sara Bonomi, Mohammed Ali S. Alshehri, Aurora Rizzo, Pietro Galinetto, M. Patrini, Ned Thaddeus Taylor, Steven Paul Hepplestone, Monica F. Craciun, Lorenzo Malavasi, Saverio Russo
Read original paper ↗ ·Photoinduced Phase Segregation in Mixed Halide Perovskites: Mechanisms, Suppression Strategies, and Device Performance Optimization
ACS Applied Materials & Interfaces · 2026
Gengchen Hu, Jiawei Zhang, Yonglei Xing, Xiaoyong Jin, Gang Ni, Xingtian Yin
Read original paper ↗ ·Thermally Stable Halide-Tuned CsPbX 3 /CdTe Four-Terminal Tandem Solar Cells with 25% Efficiency
ACS Applied Energy Materials · 2026
Xiaoyu Gu, Yizhao Wang, Mengmeng Yuan, Kausar Ali Khawaja, Lin Li, Feng Yan
Read original paper ↗ ·PerovLearn: An Interpretable Ensemble Machine Learning Framework for Bandgap Prediction in Hybrid Halide Perovskite Solar Cell Materials
Journal of Electronic Materials · 2026
Dipayan Chatterjee, Sudeshna Kundu, Sowradeep Pal, Swarupa Das, Kanishka Majumder, Prativa Agarwalla
Read original paper ↗ ·Preparation of high quality CsPbI3 perovskite solar cells via CsF buried crystals
Chemical Engineering Journal · 2026
Pengyue Wang, Zhinan Hu, Gaoquan Li, Decheng Yang, Chao Li, Xushen Chen, Xiaopeng Wang, Shaopeng Yang, Tingwei He, Changjiu Sun, Guang Li, Kaixuan Zhou, Jianyu Li, Molang Cai, Haibin Chen
Read original paper ↗ ·Flexoelectricity in Photoconversion: Fundamentals, Materials, and Outlooks
Advanced Science · 2026
Xiang Huang, Feng Li, Rongkun Zheng
Read original paper ↗ ·Curated Data Set, Structure–Property Relationships, and Machine Learning Prediction of Band Gaps for One-Dimensional Bismuth(III) and Antimony(III) Halides
Chemistry of Materials · 2026
Andrei V. Bykov, Аndrei V. Shevelkov
Read original paper ↗ ·A unified machine learning framework for band gap prediction in lead-free ABX₃ and double perovskites
Materials Today Communications · 2026
Romina Moeinimajd, Mahmoud Samadpour
Read original paper ↗ ·