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The Diffusion Manifold Method for probabilistic inverse problems

delete2025-08-05
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PRE
AI
Y
Yuhan Zhu
J
Jie Li *
DOI:10.1016/j.ress.2025.111513delete
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Abstract

Abstract

En 中文
• The Diffusion Manifold Method is proposed. It requires no prior distribution. • Directly identifies fine geometric features of joint PDFs of random sources. • Capable of solving ill-posed inverse problems.
Keywords:
Diffusion Manifold Method
joint PDFs
geometric features
inverse problems
random sources

Journal

R
Reliability Engineering and System Safety
IF:
11
Papers:
9.0K
Citations:
4.2W

Organization

T
tongji university
Scholars:
7.7W
Papers: 5.9W
Citations: 98