A Novel Bayesian Model Validation Method Based on Bootstrap Resampling and Distance Remapping

Chongyuan Chen

doi:10.1016/j.ast.2025.111531

2025-12-17

PRE

DOI：10.1016/j.ast.2025.111531

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摘要

En 中文

• 描述了一种关于不确定性分类的新视角。 • 引入了一种结合模拟退火的过渡马尔可夫链蒙特卡罗方法用于模型校准。 • 引入了自助法重采样和距离重映射策略，以评估模型校准的有效性及样本质量。 • 提出了一种基于Kullback-Leibler散度的集中度指标，以定量评估校准结果的置信度。

期刊

Aerospace Science and Technology

IF:

5.8

论文数:

1.0W

被引数:

3.0W

机构

Beihang University

学者数:

5.2W

论文数: 4.1W

被引数: 37

Beijing Institute of Astronautical Systems Engineering

学者数:

111

论文数: 94

被引数: 0

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