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Updated: May 11, 2026

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通过机器学习加速发现有机太阳能电池的聚合物捐赠者:从图书馆创建到性能预测

Mudassir Hussain Tahir1, Aftab Farrukh2, Faleh Zafer Alqahtany3

  • 1Research Faculty of Agriculture, Field Science Center for Northern Biosphere, Hokkaido University, Sapporo, Hokkaido 060-8589, 060-0811, Japan.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
|October 24, 2024
PubMed
概括

机器学习模型预测有机太阳能电池的性能,识别有希望的聚合物捐赠者. 梯度增强模型确定了最佳候选者,有助于有效地发现可再生能源应用的材料.

关键词:
机器学习是机器学习.分子描述器分子描述器有机太阳能电池是有机太阳能电池.聚合物捐赠者 聚合物提供者

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Batteries and Fuel Cells03:12

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A battery is a galvanic cell that is used as a source of electrical power for specific applications. Modern batteries exist in a multitude of forms to accommodate various applications, from tiny button batteries such as those that power wristwatches to the very large batteries used to supply backup energy to municipal power grids. Some batteries are designed for single-use applications and cannot be recharged (primary cells), while others are based on conveniently reversible cell reactions that...