polynomial chaos expansion Recently Published Documents

Chaos Expansion ◽

Two Stage

Mechanics of Composite, Hybrid and Multifunctional Materials, Fracture, Fatigue, Failure and Damage Evolution, Volume 3 - Conference Proceedings of the Society for Experimental Mechanics Series ◽

Sensitivity Analysis of a Concrete Structure Subjected to Cyclic Loading Using a Polynomial Chaos Expansion Method

10.1007/978-3-030-86741-6_18 ◽

2022 ◽

pp. 111-115

Author(s):

Henriette Marlaine Imounga ◽

Emilio Bastidas-Arteaga ◽

Serge Ekomy Ango ◽

Rostand Moutou Pitti

Keyword(s):

Sensitivity Analysis ◽

Cyclic Loading ◽

Concrete Structure ◽

Polynomial Chaos ◽

Expansion Method ◽

Adaboost-based ensemble of polynomial chaos expansion with adaptive sampling

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2021.114238 ◽

2022 ◽

Vol 388 ◽

pp. 114238

Author(s):

Yicheng Zhou ◽

Zhenzhou Lu ◽

Kai Cheng

Keyword(s):

Adaptive Sampling ◽

Polynomial Chaos ◽

Uncertainty and multi-criteria global sensitivity analysis of structural systems using acceleration algorithm and sparse polynomial chaos expansion

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2021.108120 ◽

2022 ◽

Vol 163 ◽

pp. 108120

Author(s):

Jing Qian ◽

You Dong

Keyword(s):

Sensitivity Analysis ◽

Polynomial Chaos ◽

Global Sensitivity Analysis ◽

Structural Systems ◽

Chaos Expansion ◽

Global Sensitivity ◽

Sparse Polynomial ◽

Sparse Polynomial Chaos Expansion

Reliability-based design optimization under dependent random variables by a generalized polynomial chaos expansion

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-021-03123-7 ◽

2021 ◽

Vol 65 (1) ◽

Author(s):

Dongjin Lee ◽

Sharif Rahman

Keyword(s):

Design Optimization ◽

Polynomial Chaos ◽

Random Variables ◽

Chaos Expansion ◽

Reliability Based Design Optimization ◽

Generalized Polynomial Chaos ◽

Dependent Random Variables ◽

Reliability Based Design ◽

Generalized Polynomial

Polynomial Chaos Expansion

10.1201/9781003226628-5 ◽

2021 ◽

pp. 37-49

Author(s):

Liu Chu

Keyword(s):

Polynomial Chaos ◽

Variance-based adaptive sequential sampling for Polynomial Chaos Expansion

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2021.114105 ◽

2021 ◽

Vol 386 ◽

pp. 114105

Author(s):

Lukáš Novák ◽

Miroslav Vořechovský ◽

Václav Sadílek ◽

Michael D. Shields

Keyword(s):

Polynomial Chaos ◽

Sequential Sampling ◽

Assessing Uncertainty Propagation in Hybrid Models for Daily Streamflow Simulation based on Arbitrary Polynomial Chaos Expansion

Advances in Water Resources ◽

10.1016/j.advwatres.2021.104110 ◽

2021 ◽

pp. 104110

Author(s):

Pengxiao Zhou ◽

Congcong Li ◽

Zhong Li ◽

Yanpeng Cai

Keyword(s):

Polynomial Chaos ◽

Uncertainty Propagation ◽

Hybrid Models ◽

Chaos Expansion ◽

Daily Streamflow ◽

Arbitrary Polynomial ◽

Simulation Based ◽

Streamflow Simulation

Option pricing with polynomial chaos expansion stochastic bridge interpolators and signed path dependence

Applied Mathematics and Computation ◽

10.1016/j.amc.2021.126484 ◽

2021 ◽

Vol 411 ◽

pp. 126484

Author(s):

Fabio S. Dias ◽

Gareth W. Peters

Keyword(s):

Option Pricing ◽

Path Dependence ◽

Polynomial Chaos ◽

A hybrid sequential sampling strategy for sparse polynomial chaos expansion based on compressive sampling and Bayesian experimental design

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2021.114130 ◽

2021 ◽

Vol 386 ◽

pp. 114130

Author(s):

Bei-Yang Zhang ◽

Yi-Qing Ni

Keyword(s):

Experimental Design ◽

Polynomial Chaos ◽

Sequential Sampling ◽

Sampling Strategy ◽

Compressive Sampling ◽

Chaos Expansion ◽

Sparse Polynomial ◽

Sparse Polynomial Chaos Expansion