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RESEARCH PAPER · Advanced Functional Materials · 2024

Enhancing Durability of Organic–Inorganic Hybrid Perovskite Solar Cells in High‐Temperature Environments: Exploring Thermal Stability, Molecular Structures, and AI Applications

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Enhancing Durability of Organic–Inorganic Hybrid Perovskite Solar Cells in High‐Temperature Environments: Exploring Thermal Stability, Molecular Structures, and AI ApplicationsOriginalLow-temperature purification of intermediate phases for enhanced stability and efficiency in FAPbI3 solar cells10Ensemble insights: Unlocking the recombination losses in perovskite solar cells using stacked classifier7Additive-assisted passivating by 2-(2,2,2-trifluoroethoxy)aniline and semitransparent perovskite solar cells fabricated by thermocompression4A systematic review of artificial intelligence and machine learning in energy sustainability: Research topics and trends47Perovskite Solar Cells and Light Emitting Diodes: Materials Chemistry, Device Physics and Relationship72Interface‐Driven Multi‐Dimensional Regulation of Lead Ion Accumulation and Passivation to Enhance Environmental Stability of Air‐Fabricated Perovskite Solar Cells5Enhancing the efficiency of HTL-free Cs4CuSb2Cl12 carbon-based perovskite solar cells to over 27 % via gradient structure5Synergistic interfacial molecular design for high‐performance and eco‐friendly perovskite solar cells2DFT and SCAPS-1D investigation of Ae 2 LiSbI 6 (Ae = Rb, Cs) perovskites for solar energy applications1Analyzing the impact of novel charge transport materials on the photovoltaic properties of Ba3SbI3-based perovskite solar cell using SCAPS-1D modelling2Bioinspired Strain-Engineered Perovskite–Organic Tandem Solar Cells: Advances in Organic Semiconductors for Wearable Photovoltaics2Dual‐Function Interface Engineering for δ‐Phase‐Free Crystallization Toward Efficient and Stable FAPbI 3 Perovskite Solar Cells0Comprehensive review of sodium-ion batteries: Principles, materials, performance, and wide-temperature applications0Stability and degradation mechanisms of perovskite solar cells: Physics, kinetics, and mitigation strategies toward commercialization0Origins of perovskite solar cell degradation under dry ambient storage in arid climates0Defect passivation and crystalline orientation optimization via chlorobenzene engineering of perovskite for multi-wavelength modulated optoelectronic synaptic memristors0Vacuum Flash Evaporation‐Assisted Processing in Perovskite Photovoltaics0

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  1. Low-temperature purification of intermediate phases for enhanced stability and efficiency in FAPbI3 solar cells

    Nano Energy · 2025-04-02

    Qin Gao, Qin Gao, Can Wang, Yi Pan, Zeping Ou, Kun Chen, Kun Chen, Zhenhuang Su, Bingchen He, Jianqiang Qin, Haoxuan Guo, Yujie Zheng, Shanshan Chen, Tingming Jiang, Yingguo Yang, Juan Du, Nabonswendé Aïda Nadège Ouedraogo, Xingyu Gao, Kuan Sun

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  2. Ensemble insights: Unlocking the recombination losses in perovskite solar cells using stacked classifier

    Engineering Applications of Artificial Intelligence · 2025-04-17

    Basir Akbar, Kil To Chong, Hilal Tayara

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  3. Additive-assisted passivating by 2-(2,2,2-trifluoroethoxy)aniline and semitransparent perovskite solar cells fabricated by thermocompression

    Chemical Engineering Journal · 2025-04-23

    Bo Shen, Qingqing Zhou, Qing Sun, Bonan Kang, S. Ravi P. Silva

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  4. A systematic review of artificial intelligence and machine learning in energy sustainability: Research topics and trends

    Energy Reports · 2025-05-13

    Nikan Shahverdi, Arina Saffari, Babak Amiri

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  5. Perovskite Solar Cells and Light Emitting Diodes: Materials Chemistry, Device Physics and Relationship

    Chemical Reviews · 2025-05-21

    Ligang Yuan, Qifan Xue, Feng Wang, Ning Li, Geoffrey I. N. Waterhouse, Christoph Josef Brabec, Feng Gao, Keyou Yan

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  6. Interface‐Driven Multi‐Dimensional Regulation of Lead Ion Accumulation and Passivation to Enhance Environmental Stability of Air‐Fabricated Perovskite Solar Cells

    Advanced Functional Materials · 2025-06-03

    Shimiao Su, Zhiliang Chen, Liman Hao, Xiaoyan Xu, Tae Kyu Ahn, Yun Xia Yang

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  7. Enhancing the efficiency of HTL-free Cs4CuSb2Cl12 carbon-based perovskite solar cells to over 27 % via gradient structure

    Renewable Energy · 2025-07-15

    Weiqiang Yang, Wenjun Li, Tianyi Li, Qiulin Liu

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  8. Synergistic interfacial molecular design for high‐performance and eco‐friendly perovskite solar cells

    Rare Metals · 2025-11-05

    Xinjing Chen, Yongjia Li, Haoyu Zhao, Wenhui Meng, Dehua Wang, Shufang Zhang, Hai Zhong, Changlin Yao, Qi Zhang

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  9. DFT and SCAPS-1D investigation of Ae 2 LiSbI 6 (Ae = Rb, Cs) perovskites for solar energy applications

    Physical Chemistry Chemical Physics · 2026-01-01

    Muhammad Kaleem, Malik Muhammad Asif Iqbal, Muhammad Abaid Ullah, Asif Nawaz Khan, Khalid Nadeem Riaz, Muhammad Tanzeel, Zahid Sarfraz, Amna Nasir

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  10. Analyzing the impact of novel charge transport materials on the photovoltaic properties of Ba3SbI3-based perovskite solar cell using SCAPS-1D modelling

    Optical and Quantum Electronics · 2026-01-20

    Sharaf Zai, Aftab Ahmad, Saad Jadoon, Anees Ur Rehman, Muhammad Waqar Akram, Abubakar Siddiq, Farooq Aslam

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  11. Bioinspired Strain-Engineered Perovskite–Organic Tandem Solar Cells: Advances in Organic Semiconductors for Wearable Photovoltaics

    ACS Applied Electronic Materials · 2026-04-10

    Fatemeh Shiravani, Javad Tashkhourian, Glen P. Miller

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  12. Dual‐Function Interface Engineering for δ‐Phase‐Free Crystallization Toward Efficient and Stable FAPbI 3 Perovskite Solar Cells

    Advanced Functional Materials · 2026-05-18

    Xiao Wu, Shengyuan Wang, Pok Fung Chan, Zhenyi Ni, Hengkai Zhang, Chun‐Jen Su, Junyi Zhu, Xinhui Lu

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  13. Comprehensive review of sodium-ion batteries: Principles, materials, performance, and wide-temperature applications

    Ionics · 2026-07-13

    Ayesha Qayyum, Muhammad Ishtiaq, Tehmeena Ishaq, Hasnain Ali, Achmad Yanuar Maulana, Muhammad Haseeb Hassan

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  14. Stability and degradation mechanisms of perovskite solar cells: Physics, kinetics, and mitigation strategies toward commercialization

    Next Energy · 2026-07-21

    Rajesh Kumar Jha

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  15. Origins of perovskite solar cell degradation under dry ambient storage in arid climates

    Solar Energy · 2026-08-06

    Mohammad Istiaque Hossain, Akshath R. Shetty, Austin G. Kuba, Mujaheed Pasha, Alaa Elsafi Ahmed, Puvaneswaran Chelvanathan, Christophe Ballif, Brahim Aissa

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  16. Defect passivation and crystalline orientation optimization via chlorobenzene engineering of perovskite for multi-wavelength modulated optoelectronic synaptic memristors

    Applied Materials Today · 2026-08-31

    Jingjuan Wang, Siyu Zhao, Lingzhi Tang, Zhao Rong, Cuijuan Liu, Ziwei Yue, Jing Chen

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  17. Vacuum Flash Evaporation‐Assisted Processing in Perovskite Photovoltaics

    Advanced Functional Materials · 2026-09-24

    Tongyu Wang, Cong Chen

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