Uncertainty Quantification for Airfoil Icing Using Polynomial Chaos Expansions

Journal of Aircraft ◽

10.2514/1.c032698 ◽

2015 ◽

Vol 52 (5) ◽

pp. 1404-1411 ◽

Author(s):

Anthony M. DeGennaro ◽

Clarence W. Rowley ◽

Luigi Martinelli

Keyword(s):

Uncertainty Quantification ◽

Polynomial Chaos ◽

Polynomial Chaos Expansions

Download Full-text

The method of uncertainty quantification and minimization using polynomial chaos expansions

Combustion and Flame ◽

10.1016/j.combustflame.2011.05.010 ◽

2011 ◽

Vol 158 (12) ◽

pp. 2358-2374 ◽

Author(s):

David A. Sheen ◽

Hai Wang

Keyword(s):

Uncertainty Quantification ◽

Polynomial Chaos ◽

Polynomial Chaos Expansions

Download Full-text

Gradient-enhanced Least-square Polynomial Chaos Expansions for Uncertainty Quantification and Robust Optimization

AIAA AVIATION 2021 FORUM ◽

10.2514/6.2021-3073 ◽

2021 ◽

Author(s):

Tiziano Ghisu ◽

Diego I. Lopez ◽

Pranay Seshadri ◽

Shahrokh Shahpar

Keyword(s):

Robust Optimization ◽

Uncertainty Quantification ◽

Polynomial Chaos ◽

Least Square ◽

Polynomial Chaos Expansions

Download Full-text

Uncertainty quantification in industrial turbo-machinery design using sparse polynomial chaos expansions

2018 Multidisciplinary Analysis and Optimization Conference ◽

10.2514/6.2018-3103 ◽

2018 ◽

Author(s):

Simon Abraham ◽

Panagiotis Tsirikoglou ◽

Chris Lacor ◽

Ghader Ghorbaniasl ◽

Dirk Wunsch ◽

...

Keyword(s):

Uncertainty Quantification ◽

Polynomial Chaos ◽

Sparse Polynomial ◽

Turbo Machinery ◽

Polynomial Chaos Expansions ◽

Machinery Design

Download Full-text

Improving the efficient and robust uncertainty quantification in real-time flood forecasting using Polynomial chaos expansions and ensemble Kalman filter

10.3390/ecws-3-05821 ◽

2018 ◽

Author(s):

Jongho Kim ◽

Tran Vinh

Keyword(s):

Kalman Filter ◽

Uncertainty Quantification ◽

Real Time ◽

Ensemble Kalman Filter ◽

Polynomial Chaos ◽

Flood Forecasting ◽

Polynomial Chaos Expansions

Download Full-text

Uncertainty quantification in acoustics through generalized polynomial chaos expansions

The Journal of the Acoustical Society of America ◽

10.1121/10.0004617 ◽

2021 ◽

Vol 149 (4) ◽

pp. A93-A93

Author(s):

Andrew S. Wixom ◽

Gage S. Walters

Keyword(s):

Uncertainty Quantification ◽

Polynomial Chaos ◽

Generalized Polynomial Chaos ◽

Generalized Polynomial ◽

Polynomial Chaos Expansions

Download Full-text

Fast uncertainty quantification for dynamic flux balance analysis using non-smooth polynomial chaos expansions

PLoS Computational Biology ◽

10.1371/journal.pcbi.1007308 ◽

2019 ◽

Vol 15 (8) ◽

pp. e1007308 ◽

Author(s):

Joel A. Paulson ◽

Marc Martin-Casas ◽

Ali Mesbah

Keyword(s):

Uncertainty Quantification ◽

Flux Balance Analysis ◽

Polynomial Chaos ◽

Dynamic Flux Balance Analysis ◽

Flux Balance ◽

Balance Analysis ◽

Polynomial Chaos Expansions

Download Full-text

Higher-order moments of generalized polynomial chaos expansions for intrusive and non-intrusive uncertainty quantification

19th AIAA Non-Deterministic Approaches Conference ◽

10.2514/6.2017-0597 ◽

2017 ◽

Author(s):

Eric Savin ◽

Béatrice Faverjon

Keyword(s):

Uncertainty Quantification ◽

Polynomial Chaos ◽

Higher Order ◽

Generalized Polynomial Chaos ◽

Higher Order Moments ◽

Generalized Polynomial ◽

Polynomial Chaos Expansions

Download Full-text

Uncertainty quantification in reservoir simulation models with polynomial chaos expansions: Smolyak quadrature and regression method approach

Journal of Petroleum Science and Engineering ◽

10.1016/j.petrol.2017.03.046 ◽

2017 ◽

Vol 153 ◽

pp. 203-211 ◽

Author(s):

Alejandra Camacho ◽

Alvaro Talavera ◽

Alexandre A. Emerick ◽

Marco A.C. Pacheco ◽

João Zanni

Keyword(s):

Uncertainty Quantification ◽

Reservoir Simulation ◽

Polynomial Chaos ◽

Simulation Models ◽

Regression Method ◽

Polynomial Chaos Expansions ◽

Method Approach

Download Full-text

Parametric Uncertainty Quantification Using Polynomial Chaos Expansions Applied to a Wet Friction Clutch Model

International Journal of Modeling and Optimization ◽

10.7763/ijmo.2019.v9.707 ◽

2019 ◽

pp. 185-191

Author(s):

Georges Tod ◽

◽

Wannes De Groote ◽

Tom Lefebvre ◽

Nele De Geeter ◽

...

Keyword(s):

Uncertainty Quantification ◽

Polynomial Chaos ◽

Parametric Uncertainty ◽

Wet Friction ◽

Friction Clutch ◽

Polynomial Chaos Expansions

Download Full-text

Uncertainty quantification of offshore anchoring systems in spatially variable soil using sparse polynomial chaos expansions

International Journal for Numerical Methods in Engineering ◽

10.1002/nme.6155 ◽

2019 ◽

Vol 120 (6) ◽

pp. 748-767 ◽

Author(s):

T. S. Charlton ◽

M. Rouainia

Keyword(s):

Uncertainty Quantification ◽

Polynomial Chaos ◽

Sparse Polynomial ◽

Polynomial Chaos Expansions

Download Full-text