Mesh-clustered Gaussian process emulator for partial differential equation boundary value problems

IF 2.3 3区工程技术 Q1 STATISTICS & PROBABILITY

Technometrics Pub Date : 2024-02-21 DOI:10.1080/00401706.2024.2320211

Chih-Li Sung, Wenjia Wang, Liang Ding, Xingjian Wang

引用次数: 0

Abstract

Partial differential equations (PDEs) have become an essential tool for modeling complex physical systems. Such equations are typically solved numerically via mesh-based methods, such as finite ele...

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偏微分方程边界值问题的网格聚类高斯过程模拟器

偏微分方程 (PDE) 已成为复杂物理系统建模的重要工具。这些方程通常通过基于网格的方法进行数值求解，如有限元法、有限差分法等。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Technometrics 管理科学-统计学与概率论

CiteScore

4.50

自引率

16.00%

发文量

审稿时长

>12 weeks

期刊介绍： Technometrics is a Journal of Statistics for the Physical, Chemical, and Engineering Sciences, and is published Quarterly by the American Society for Quality and the American Statistical Association.Since its inception in 1959, the mission of Technometrics has been to contribute to the development and use of statistical methods in the physical, chemical, and engineering sciences.