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Beating the Curse of Dimensionality of Sequential Monte Carlo for Bayesian Inverse Problems in Nonlinear Fluids

机译：非线性液体中贝叶斯逆问题的顺序蒙特卡洛维数维品诅咒

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作者
Robinson, G. A.;
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作者单位

University of Colorado at Boulder.;

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授予单位 University of Colorado at Boulder.;
学科
学位 Ph.D.
年度 2019
页码 108 p.
总页数 108
原文格式 PDF
正文语种 eng
中图分类 AAI27549003;
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专利

1. Multilevel Sequential(2) Monte Carlo for Bayesian inverse problems [J] . Latz Jonas, Papaioannou Iason, Ullmann Elisabeth Journal of Computational Physics . 2018,第期

机译：用于贝叶斯逆问题的多级顺序（2）蒙特卡洛
2. Sequential Monte Carlo methods for Bayesian elliptic inverse problems [J] . Beskos Alexandros, Jasra Ajay, Muzaffer Ege A., Statistics and computing . 2015,第4期

机译：贝叶斯椭圆逆问题的顺序蒙特卡罗方法
3. A Bayesian approach to multiscale inverse problems using the sequential Monte Carlo method [J] . Wan J., Zabaras N. Inverse Problems: An International Journal of Inverse Problems, Inverse Methods and Computerised Inversion of Data . 2011,第10期

机译：使用顺序蒙特卡洛方法的多尺度逆问题的贝叶斯方法
4. BAYESIAN ESTIMATION BY SEQUENTIAL MONTE CARLO SAMPLING: APPLICATION TO HIGH-DIMENSIONAL NONLINEAR DYNAMIC SYSTEMS [C] . Wen-shiang Chen, Bhavik R. Bakshi, Prem K. Goel IFAC Symposium on Dynamics and Control of Process Systems . 2005

机译：顺序Monte Carlo采样的贝叶斯估计：高维非线性动态系统的应用
5. A sequential Monte Carlo based recursive technique for solving NDE inverse problems. [D] . Khan, Tariq Mairaj Rasool. 2009

机译：一种基于顺序蒙特卡洛的递归技术，用于解决NDE反问题。
6. Bayesian reconstruction of P(r) directly from two-dimensional detector images via a Markov chain Monte Carlo method [O] . Sudeshna Paul, Alan M. Friedman, Chris Bailey-Kellogg, -1

机译：通过马尔可夫链蒙特卡罗方法直接从二维探测器图像中进行P（r）的贝叶斯重构
7. Bayesian Estimation by Sequential Monte Carlo Sampling: Application to High-Dimensional Nonlinear Dynamic Systems [O] . Wen-shiang Chen, Bhavik R. Bakshi, Prem K. Goel, 2004

机译：序贯蒙特卡罗采样的贝叶斯估计：在高维非线性动力系统中的应用

Beating the Curse of Dimensionality of Sequential Monte Carlo for Bayesian Inverse Problems in Nonlinear Fluids

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