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Updated: May 2, 2026

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优化热塑性粉薄膜与贝叶斯实验设计框架中的异种高斯过程

Gracie M White1, Amanda P Siegel2, Andres Tovar3

  • 1Luddy School of Informatics, Computing, and Engineering, Integrative Nanosystems Development Institute (INDI),} Indiana University Indianapolis, Indianapolis, IN 46202, USA.

Materials (Basel, Switzerland)
|November 9, 2024
PubMed
概括

这项研究在贝叶斯优化 (BO) 中引入了异构的高斯过程 (HGP) 模型,以高效地开发可持续的热塑性粉 (TPS) 薄膜. 新方法优化了材料组成,以提高机械性能,提高实验效率.

关键词:
贝叶斯优化是贝叶斯的优化.可堆肥塑料的塑料可以堆肥.异种类型的噪音异种类型的噪音材料设计 材料设计机械性能 机械性能 机械性能物理实验 实验 物理实验土豆粉 土豆粉热塑性粉热塑性粉

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