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RESEARCH PAPER · Journal of Research in Science and Engineering · 2022

Text Mining for Energy Materials

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Text Mining for Energy MaterialsOriginalHigh-throughput calculation and machine learning of two-dimensional halide perovskite materials: Formation energy and band gap35Photoelectrochemical and first-principles investigation on interactions between zinc ion and halide perovskite surface in the aqueous solution3MatPC: Prompting Large Language Model, Crystal Structure Prediction, and First-Principles for Semantic-Driven Material Design3

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  1. High-throughput calculation and machine learning of two-dimensional halide perovskite materials: Formation energy and band gap

    Materials Today Communications · 2023-03-17

    Wenguang Hu, Lei Zhang

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  2. Photoelectrochemical and first-principles investigation on interactions between zinc ion and halide perovskite surface in the aqueous solution

    Journal of Molecular Structure · 2023-04-05

    Wenguang Hu, Lei Zhang

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  3. MatPC: Prompting Large Language Model, Crystal Structure Prediction, and First-Principles for Semantic-Driven Material Design

    ACS Applied Materials & Interfaces · 2025-07-28

    Jiacheng Zhou, Bo Xiao, Qi Liu, Lifeng Liu, Lei Zhang

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