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RESEARCH PAPER · Chinese Physics B · 2018

The materials data ecosystem: Materials data science and its role in data-driven materials discovery

Hai-Qing Yin, Xue Jiang, Guo-Quan Liu, Sharon Elder, Bin Xu, Qing-Jun Zheng, Xuan-Hui Qu

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The materials data ecosystem: Materials data science and its role in data-driven materials discoveryOriginalData science applications for predictive maintenance and materials science in context to Industry 4.0127Bibliometric Analysis of Fourth Industrial Revolution Applied to Material Sciences Based on Web of Science and Scopus Databases from 2017 to 202123Machine Learning for Perovskite Solar Cells and Component Materials: Key Technologies and Prospects170Small data machine learning in materials science866Characterization and optimization of mechanical properties in design materials using convolutional neural networks and particle swarm optimization5Machine Learning in Polymer Research167

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  1. Data science applications for predictive maintenance and materials science in context to Industry 4.0

    Materials Today Proceedings · 2021-01-01

    Sufiyan Sajid, Abid Haleem, Shashi Bahl, Mohd Javaid, Tarun Goyal, Manoj Mittal

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  2. Bibliometric Analysis of Fourth Industrial Revolution Applied to Material Sciences Based on Web of Science and Scopus Databases from 2017 to 2021

    ChemEngineering · 2023-01-05

    Aníbal Alviz-Meza, Juan Orozco-Agamez, Diana Carolina Parada Quinayá, Antistio Alviz Amador

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  3. Machine Learning for Perovskite Solar Cells and Component Materials: Key Technologies and Prospects

    Advanced Functional Materials · 2023-02-15

    Yiming Liu, Xinyu Tan, Jie Liang, Hongwei Han, Peng Xiang, Wensheng Yan

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  4. Small data machine learning in materials science

    npj Computational Materials · 2023-03-25

    Pengcheng Xu, Xiaobo Ji, Minjie Li, Wencong Lu

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  5. Characterization and optimization of mechanical properties in design materials using convolutional neural networks and particle swarm optimization

    Asian Journal of Civil Engineering · 2023-10-31

    Mohamad Wijayanuddin Ali, Mohammad Hussein

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  6. Machine Learning in Polymer Research

    Advanced Materials · 2025-02-09

    Wei Chun Ge, Ramindu De Silva, Yanan Fan, Scott A. Sisson, Martina H. Stenzel

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