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RESEARCH PAPER · Current Opinion in Colloid & Interface Science · 2024

Perovskite solar cells: Organic-based molecules for electron and hole transport materials with machine learning insights

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Perovskite solar cells: Organic-based molecules for electron and hole transport materials with machine learning insightsOriginalExploration of Factors Affecting the Photoelectric Conversion Rate of Perovskite Photovoltaic Materials Based on Machine Learning Methods0Unveiling the nanoscale photocurrent behavior in perovskite films on photonic-structured TiO 21N‐Type Self‐Assembled Monolayers (SAMs): The Next Star Materials in the Perovskite Photovoltaic Field18Ensemble insights: Unlocking the recombination losses in perovskite solar cells using stacked classifier7Top Electrode‐Assisted Hole‐Transporting Layer Deposition for Perovskite Solar Cells0Non-Fullerene Naphthalene Diimide-Based Electron-Transport Materials for High-Performance and Stable Perovskite Solar Cells11Perovskite solar cell efficiency prediction on the basis of structure of organic hole-transporting materials3“Exploring the potential of end-capping acceptor engineering on Bipyridine-based small donor and hole-transporting materials for high-performance organic and perovskite solar devices”0Progress in atomic layer deposition of metal oxides for efficient and stable perovskite solar cells2Unraveling structure-electronic property relationships in azo chalcone chromophores through spectroscopic, electrochemical, and DFT investigations0A hybrid SCAPS-1D–machine learning framework for electron transport layer optimization in CH3NH3SnI3 -based perovskite solar cells0

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11 direct citing papers saved.

  1. Exploration of Factors Affecting the Photoelectric Conversion Rate of Perovskite Photovoltaic Materials Based on Machine Learning Methods

    Sustainable Energy · 2024-01-01

    国锋 范

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  2. Unveiling the nanoscale photocurrent behavior in perovskite films on photonic-structured TiO 2

    New Journal of Chemistry · 2025-01-01

    Jenny L. N. Boane, Shrabani Panigrahi, Tomás Calmeiro, Edgar Coimbra, Ivan M. Santos, Elvira Fortunato, Rodrigo Martins, Manuel J. Mendes, Hugo Águas

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  3. N‐Type Self‐Assembled Monolayers (SAMs): The Next Star Materials in the Perovskite Photovoltaic Field

    Small · 2025-02-09

    Xiaoyi Chen, Ziyao Yue, Haoran Yang, Bo Xu, Yuanhang Cheng

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  4. 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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  5. Top Electrode‐Assisted Hole‐Transporting Layer Deposition for Perovskite Solar Cells

    Solar RRL · 2025-06-25

    Mengmeng Cheng, Zhao Wang, Teng Liao, Yuanzhu Jiang, Junyan Xiao, Yi‐Bing Cheng

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  6. Non-Fullerene Naphthalene Diimide-Based Electron-Transport Materials for High-Performance and Stable Perovskite Solar Cells

    ACS Materials Letters · 2025-07-11

    Zhenhao Zhang, Zilong Chen, Yukta Yukta, Haichang Zhang, Maning Liu

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  7. Perovskite solar cell efficiency prediction on the basis of structure of organic hole-transporting materials

    Materials & Design · 2025-10-05

    Ekaterina E. Agafonova, Dmitry V. Krasnikov, Albert G. Nasibulin

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  8. “Exploring the potential of end-capping acceptor engineering on Bipyridine-based small donor and hole-transporting materials for high-performance organic and perovskite solar devices”

    Computational and Theoretical Chemistry · 2025-10-11

    Javed Iqbal M

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  9. Progress in atomic layer deposition of metal oxides for efficient and stable perovskite solar cells

    Microstructures · 2026-04-10

    Pil Ju Park, Hae Jin Jo, Sang Mok Han, Young Ju Kim, Soo Young Kim

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  10. Unraveling structure-electronic property relationships in azo chalcone chromophores through spectroscopic, electrochemical, and DFT investigations

    Journal of Molecular Structure · 2026-09-23

    Nafeesa Naeem, Charlene Marais, Marrigje M. Conradie, Mohammed B. Hawsawi, Abdullah Yahya Abdullah Alzahrani, Еrnst H.G. Langner, Marthinus Rudi Swart, Nandisiwe GS Mateyise, Sobhi M. Gomha, Jeanet Conradie, Ehsan Ullah Mughal

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  11. A hybrid SCAPS-1D–machine learning framework for electron transport layer optimization in CH3NH3SnI3 -based perovskite solar cells

    Physica B Condensed Matter · 2026-10-06

    Ammar Sehili, Nora Oulmi

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