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RESEARCH PAPER · Cell Reports Physical Science · 2024

The use of ChatGPT to generate experimentally testable hypotheses for improving the surface passivation of perovskite solar cells

Chen Chen, Ayman Maqsood, Zhuang Zhang, Xiaobing Wang, Linrui Duan, Huanhuan Wang, Tianyang Chen, Siyu Liu, Qiutong Li, Jingshan Luo, T. Jesper Jacobsson

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15 direct citing papers in this saved network. Explore the next layer with second-order citations.

Open in your workspace →Saved 2026-10-14 · complete coverage
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The use of ChatGPT to generate experimentally testable hypotheses for improving the surface passivation of perovskite solar cellsOriginalSpace-Charge-Limited Current Measurements: A Problematic Technique for Metal Halide Perovskites59Material design accelerated by large language models: end-to-end empowerment from knowledge mining to intelligent design1An Investigation of Change in Prompting Strategies in a Semester-Long Course on the Use of GenAI20Chained LLM-human interactive framework for electrolyte design in four-electron Zn-I2 batteries13Large language models in peer review: challenges and opportunities14From Data‐Driven to Intelligence‐Driven: Innovating Research Paradigms of Perovskite Solar Cells4WHO global research priorities for traditional, complementary, and integrative (TCI) medicine: an international consensus and comparisons with LLMs6Dipole‐Moment‐Knowledge‐Guided Molecular Design for Perovskite Surface Passivation: A Gemma‐Language‐Model and DFT‐Driven Framework1Large Language Models (LLMs) for Materials Design14Integrating AI in Educational Research Methodologies1Recent advances in data‐driven and artificial intelligence‐integrated perovskite solar cells: From design to self‐driving laboratories7Generative AI‐Driven Accelerated Discovery of Passivation Molecules for Perovskite Solar Cells0AI-Generated Hypotheses and the Emergence of Autonomous Scientific Discovery1Artificial Intelligence for Materials Science: Transforming Research Paradigms6Knowledge Co‐Creation by Human–Machine Social Interaction: Based on Decision Field Theory1

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15 direct citing papers saved.

  1. Space-Charge-Limited Current Measurements: A Problematic Technique for Metal Halide Perovskites

    The Journal of Physical Chemistry Letters · 2024-09-24

    Vincent Marc Le Corre

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  2. Material design accelerated by large language models: end-to-end empowerment from knowledge mining to intelligent design

    Acta Physica Sinica · 2025-01-01

    Yudan HUANG, Wanjun XIA, DU Junmei, Yu JIANG, Xin WANG, Yuanzheng CHEN, Hongyan WANG, ZHAO Jijun, Chunsheng GUO

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  3. An Investigation of Change in Prompting Strategies in a Semester-Long Course on the Use of GenAI

    Journal of Chemical Education · 2025-05-14

    Martin Sigot, Sebastian Tassoti

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  4. Chained LLM-human interactive framework for electrolyte design in four-electron Zn-I2 batteries

    Science China Chemistry · 2025-07-31

    Zihui Chen, Jinglang Zhang, Guanhua Zhao, Qilong Wang, Chunpeng Yang, Yu‐Guo Guo

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  5. Large language models in peer review: challenges and opportunities

    Scientometrics · 2025-10-01

    Zhuanlan Sun

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  6. From Data‐Driven to Intelligence‐Driven: Innovating Research Paradigms of Perovskite Solar Cells

    Solar RRL · 2025-10-04

    Ang Li, Chenyi Yi

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  7. WHO global research priorities for traditional, complementary, and integrative (TCI) medicine: an international consensus and comparisons with LLMs

    Journal of Global Health · 2025-11-13

    Sangyoung Ahn, Jiali Zhou, Denan Jiang, Steven Kerr, Yajie Zhu, Peige Song, Igor Rudan, WHO TCI medicine CHNRI group

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  8. Dipole‐Moment‐Knowledge‐Guided Molecular Design for Perovskite Surface Passivation: A Gemma‐Language‐Model and DFT‐Driven Framework

    Advanced Theory and Simulations · 2025-11-20

    Tianhui Jiang, Yifeng Gao, Guozhen Liu, Guoxiang Zhao, Junjie Hu, Rongjian Sa, Peng Fei Gao

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  9. Large Language Models (LLMs) for Materials Design

    Advanced Functional Materials · 2025-12-16

    Lei Zhang, Zhaorui Liu, Ben Ni, Quan Wang

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  10. Integrating AI in Educational Research Methodologies

    Advances in computational intelligence and robotics book series · 2026-02-05

    Md. Saddam Hossain, Farhana Yeasmin, Md. Shahjahan Kabir, Bitan Kumar Mandal

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  11. Recent advances in data‐driven and artificial intelligence‐integrated perovskite solar cells: From design to self‐driving laboratories

    InfoMat · 2026-02-20

    Jaehee Lee, Juhwan Noh, Hyunjun Lee, Yea‐Lee Lee, Jino Im, Jangwon Seo

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  12. Generative AI‐Driven Accelerated Discovery of Passivation Molecules for Perovskite Solar Cells

    Advanced Science · 2026-04-02

    Adroit T. N. Fajar, G. Lambard, Jessie Manopo, Ruili Guo, Kevin Septioga, Rizfi Fariz Pari, Toshinori Matsushima, Zhanglin Guo

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  13. AI-Generated Hypotheses and the Emergence of Autonomous Scientific Discovery

    ACS Materials Letters · 2026-05-05

    T. Jesper Jacobsson

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  14. Artificial Intelligence for Materials Science: Transforming Research Paradigms

    Chemical Reviews · 2026-05-20

    Yue Li, Shurui Wang, Jianping Wang, Liu Q, Jin Zhang

    Read original paper ↗ ·

  15. Knowledge Co‐Creation by Human–Machine Social Interaction: Based on Decision Field Theory

    Systems Research and Behavioral Science · 2026-06-24

    Zongqiang Ren, Xin Shen, Shouhui Xia

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