.png){kind=icon}
返回
On a full Bayesian inference for force reconstruction problems
.png){kind=icon}
OA
AI
DOI：10.1016/j.ymssp.2017.10.023.png)
.png){kind=icon}
.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
In a previous paper, the authors introduced a flexible methodology for reconstructing mechanical sources in the frequency domain from prior local information on both their nature and location over a linear and time invariant structure. The proposed approach was derived from Bayesian statistics, because of its ability in mathematically accounting for experimenter's prior knowledge. However, since only the Maximum a Posteriori estimate was computed, the posterior uncertainty about the regularized solution given the measured vibration field, the mechanical model and the regularization parameter was not assessed. To answer this legitimate question, this paper fully exploits the Bayesian framework to provide, from a Markov Chain Monte Carlo algorithm, credible intervals and other statistical measures (mean, median, mode) for all the parameters of the force reconstruction problem. (C) 2017 Elsevier Ltd. All rights reserved.
Keyword:
Linear inverse problem
Force reconstruction
Bayesian inference
Generalized Gaussian priors
Gibbs sampler
Hamiltonian Monte Carlo
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
8.9
论文数:
1.3W
被引数:
6.6W
机构
引用论文
Cetyltrimethylammonium bromide intercalated graphene/polypyrrole nanowire composites for high performance supercapacitor electrode.png)
RSC Advances
RSC AdvancesIF0
PREAI
分享收藏分享收藏Crystal chemistry and metal-hydrogen bonding in anisotropic and interstitial hydrides of intermetallics of rare earth (R) and transition metals (T), RT3 and R2T7稀土 (R) 和过渡金属 (T) 的金属间化合物的各向异性和间隙氢化物中的晶体化学和金属氢键，RT3 和R2T7
PREAI
分享收藏Alternatives to the use of fetal bovine serum: human platelet lysates as a serum substitute in cell culture mediaALTEX
OAAI
ALTEXIF0
OAAI分享收藏
查看更多内容