Augmenting Stationary Covariance Functions with a Smoothness Hyperparameter and Improving Gaussian Process Regression Using a Structural Similarity Index

IF 2.8 3区地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY

Mathematical Geosciences Pub Date : 2023-09-06 DOI:10.1007/s11004-023-10095-5

A. Chlingaryan, Raymond Leung, A. Melkumyan

引用次数: 0

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光滑超参数增强平稳协方差函数及结构相似指数改进高斯过程回归

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

Mathematical Geosciences 地学-地球科学综合

CiteScore

5.30

自引率

15.40%

发文量

审稿时长

>12 weeks

期刊介绍： Mathematical Geosciences (formerly Mathematical Geology) publishes original, high-quality, interdisciplinary papers in geomathematics focusing on quantitative methods and studies of the Earth, its natural resources and the environment. This international publication is the official journal of the IAMG. Mathematical Geosciences is an essential reference for researchers and practitioners of geomathematics who develop and apply quantitative models to earth science and geo-engineering problems.