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Mar, 2024
分子和材料科学中的知识重用迁移学习方法
Knowledge-Reuse Transfer Learning Methods in Molecular and Material Science
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An Chen, Zhilong Wang, Karl Luigi Loza Vidaurre, Yanqiang Han, Simin Ye...
TL;DR
分析转移学习在分子和材料科学中的应用和近期进展,重点关注转移学习方法在高级分子和材料的发现中的应用,不同系统下转移学习框架的构建以及如何提高模型性能,并讨论了转移学习面临的挑战。
Abstract
molecules
and
materials
are the foundation for the development of modern advanced industries such as energy storage systems and semiconductor devices. However, traditional trial-and-error methods or theoretical c
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