Fast Computer Model Calibration using Annealed and Transformed Variational Inference

IF 1.4 2区数学 Q2 STATISTICS & PROBABILITY

Journal of Computational and Graphical Statistics Pub Date : 2024-07-08 DOI:10.1080/10618600.2024.2374962

Dongkyu Derek Cho, Won Chang, Jaewoo Park

引用次数: 0

Abstract

Computer models play a crucial role in numerous scientific and engineering domains. To ensure the accuracy of simulations, it is essential to properly calibrate the input parameters of these models...

查看原文本刊更多论文

利用退火和变换变量推理进行快速计算机模型校准

计算机模型在众多科学和工程领域发挥着至关重要的作用。为了确保模拟的准确性，必须正确校准这些模型的输入参数...

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文求助全文

来源期刊

Journal of Computational and Graphical Statistics 数学-统计学与概率论

CiteScore

3.50

自引率

8.30%

发文量

153

审稿时长

>12 weeks

期刊介绍： The Journal of Computational and Graphical Statistics (JCGS) presents the very latest techniques on improving and extending the use of computational and graphical methods in statistics and data analysis. Established in 1992, this journal contains cutting-edge research, data, surveys, and more on numerical graphical displays and methods, and perception. Articles are written for readers who have a strong background in statistics but are not necessarily experts in computing. Published in March, June, September, and December.