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使用机器学习设计改性聚合物膜的设计

Sarah Glass1,2, Martin Schmidt3, Petra Merten1

  • 1Institute of Membrane Research, Helmholtz-Zentrum Hereon, Max-Planck-Str. 1, Geesthacht 21502, Germany.

ACS applied materials & interfaces
|April 11, 2024
PubMed
概括

机器学习模型准确地预测了表面修改后的聚合物膜性能. 这种数据驱动的方法加速了先进膜的开发,减少了时间和成本.

关键词:
电子束修改电子束的变化神经网络的神经网络的神经网络回归模型是一种回归模型.表面的修改表面的修改超过膜是一种超过膜.

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