Gaussian process regression and conditional polynomial chaos for parameter estimation

Jing Li

doi:10.1016/j.jcp.2020.109520

2020-09-01

李静 (Jing Li) *

Alexandre M. Tartakovsky

DOI：10.1016/j.jcp.2020.109520

原文链接

查看原文

摘要

Keyword:

BAYESIAN EXPERIMENTAL-DESIGN

DIFFERENTIAL-EQUATIONS

APPROXIMATION

SIMULATION

MINIMIZATION

ALGORITHMS

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

Journal of Computational Physics

IF:

3.8

论文数:

1.6W

被引数:

7.4W

机构

united states department of energy (doe)

学者数:

11.3W

论文数: 9.6W

被引数: 246

引用论文

Stochastic spectral methods for efficient Bayesian solution of inverse problems 反问题高效贝叶斯解的随机谱方法

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2007-06-01

381

PREAI

Marzouk, Youssef M.; Najm, Habib N.; Rahn, Larry A.

A FAST AND SCALABLE METHOD FOR A-OPTIMAL DESIGN OF EXPERIMENTS FOR INFINITE-DIMENSIONAL BAYESIAN NONLINEAR INVERSE PROBLEMS

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2016-01-01

104

OAAI

Alexanderian, Alen; Petra, Noemi; Stadler, Georg; Ghattas, Omar

A New Simple and Rapid Screening Method for Variant Transthyretin-Related Amyloidosis

Biochemical and Biophysical Research Communications

IF0

1996-11-01

PREAI

Yukio Ando; Per-Ingvar Ohlsson; Ole Suhr; Nils Nyhlin; Taro Yamashita; Gösta Holmgren; Åke Danielsson; Ola Sandgren; Makoto Uchino; Masayuki Ando

Generational diversity, overconfidence and decision-making in family business: A knowledge heterogeneity perspective

Asia Pacific Management Review

IF0

2018-03-01

OAAI

Fu-Sheng Tsai; Che-Hung Lin; Julia L. Lin; I-Pin Lu; Aida Nugroho

Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems 反问题贝叶斯推理的降维与多项式混沌加速

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2009-04-01

297

OAAI

Marzouk, Youssef M.; Najm, Habib N.

A prospective randomized trial of levothyroxine suppressive therapy for solitary thyroid nodules

Clinical Endocrinology

IF0

2008-03-17

PREAI

E. Papini; V. Bacci; C. Panunzi; C. M. Pacella; R. Fabbrini; G. Bizzarri; L. Petrucci; V. Giammarco; P. La Medica; M. Masala; M. Pitaro; F. Nardi

Agricultural production prospects in Latin America

World Development

IF0

1977-05-01

PREAI

Solon Barraclough

Aging Increases Prosocial Motivation for Effort

Psychological Science

IF0

2021-04-16

OAAI

Patricia L. Lockwood; Ayat Abdurahman; Anthony S. Gabay; Daniel Drew; Marin Tamm; Masud Husain; Matthew A. J. Apps

An adaptive hierarchical sparse grid collocation algorithm for the solution of stochastic differential equations

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2009-05-01

402

PREAI

Ma, Xiang; Zabaras, Nicholas

High-order collocation methods for differential equations with random inputs 随机输入微分方程的高阶配置方法

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2005-01-01

1.4K

OAAI

Xiu, DB; Hesthaven, JS

查看更多内容