Research on high-dimensional model representation with various metamodels

Engineering Optimization ◽

10.1080/0305215x.2018.1521398 ◽

2018 ◽

Vol 51 (8) ◽

pp. 1336-1351 ◽

Author(s):

Ning Zhang ◽

Peng Wang ◽

Huachao Dong

Keyword(s):

Model Representation ◽

High Dimensional ◽

High Dimensional Model Representation ◽

Dimensional Model

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Structural damage identification of bridge using high dimensional model representation

International Journal for Computational Methods in Engineering Science and Mechanics ◽

10.1080/15502287.2020.1861128 ◽

2020 ◽

pp. 1-13

Author(s):

B. O. Naveen ◽

A. S. Balu

Keyword(s):

Structural Damage ◽

Damage Identification ◽

Model Representation ◽

High Dimensional ◽

High Dimensional Model Representation ◽

Dimensional Model ◽

Structural Damage Identification

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A Novel Method for Multispectral Image Pansharpening Based on High Dimensional Model Representation

Expert Systems with Applications ◽

10.1016/j.eswa.2020.114512 ◽

2020 ◽

pp. 114512

Author(s):

Evrim Korkmaz Özay ◽

Burcu Tunga

Keyword(s):

Multispectral Image ◽

Model Representation ◽

High Dimensional ◽

High Dimensional Model Representation ◽

Dimensional Model ◽

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Inverse analysis for rock mechanics based on a high dimensional model representation

Inverse Problems in Science and Engineering ◽

10.1080/17415977.2020.1870972 ◽

2021 ◽

pp. 1-21

Author(s):

Hongbo Zhao ◽

Bingrui Chen

Keyword(s):

Rock Mechanics ◽

Inverse Analysis ◽

Model Representation ◽

High Dimensional ◽

High Dimensional Model Representation ◽

Dimensional Model

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High dimensional model representation method for fuzzy structural dynamics

Journal of Sound and Vibration ◽

10.1016/j.jsv.2010.10.010 ◽

2011 ◽

Vol 330 (7) ◽

pp. 1516-1529 ◽

Author(s):

S. Adhikari ◽

R. Chowdhury ◽

M.I. Friswell

Keyword(s):

Structural Dynamics ◽

Model Representation ◽

High Dimensional ◽

High Dimensional Model Representation ◽

Dimensional Model ◽

Representation Method

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Probabilistic Analysis Using High Dimensional Model Representation and Fast Fourier Transform

International Journal for Computational Methods in Engineering Science and Mechanics ◽

10.1080/15502280802363035 ◽

2008 ◽

Vol 9 (6) ◽

pp. 342-357 ◽

Author(s):

B. N. Rao ◽

Rajib Chowdhury

Keyword(s):

Fourier Transform ◽

Fast Fourier Transform ◽

Probabilistic Analysis ◽

Model Representation ◽

High Dimensional ◽

High Dimensional Model Representation ◽

Dimensional Model

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Digital image decomposition and contrast enhancement using high-dimensional model representation

Signal Image and Video Processing ◽

10.1007/s11760-017-1158-8 ◽

2017 ◽

Vol 12 (2) ◽

pp. 299-306 ◽

Author(s):

Burcu Tunga ◽

Aziz Koçanaoğulları

Keyword(s):

Contrast Enhancement ◽

Digital Image ◽

Image Decomposition ◽

Model Representation ◽

High Dimensional ◽

High Dimensional Model Representation ◽

Dimensional Model

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Efficient Tools for Global Sensitivity Analysis Based on High-Dimensional Model Representation

Sensitivity Analysis in Earth Observation Modelling ◽

10.1016/b978-0-12-803011-0.00015-x ◽

2017 ◽

pp. 297-318 ◽

Author(s):

T. Ziehn ◽

A.S. Tomlin

Keyword(s):

Sensitivity Analysis ◽

Global Sensitivity Analysis ◽

Model Representation ◽

High Dimensional ◽

High Dimensional Model Representation ◽

Dimensional Model ◽

Global Sensitivity

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High dimensional model representation for piece-wise continuous function approximation

Communications in Numerical Methods in Engineering ◽

10.1002/cnm.1053 ◽

2007 ◽

Vol 24 (12) ◽

pp. 1587-1609 ◽

Author(s):

Rajib Chowdhury ◽

B. N. Rao ◽

A. Meher Prasad

Keyword(s):

Continuous Function ◽

Function Approximation ◽

Model Representation ◽

High Dimensional ◽

High Dimensional Model Representation ◽

Dimensional Model

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Stochastic response of reinforced concrete buildings using high dimensional model representation

Engineering Structures ◽

10.1016/j.engstruct.2018.10.083 ◽

2019 ◽

Vol 179 ◽

pp. 412-422 ◽

Author(s):

Deepak Sahu ◽

M. Nishanth ◽

Prateek Kumar Dhir ◽

Pradip Sarkar ◽

Robin Davis ◽

...

Keyword(s):

Reinforced Concrete ◽

Model Representation ◽

High Dimensional ◽

High Dimensional Model Representation ◽

Dimensional Model ◽

Reinforced Concrete Buildings ◽

Stochastic Response ◽

Concrete Buildings

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Random Sampling High Dimensional Model Representation Gaussian Process Regression (RS-HDMR-GPR) for representing multidimensional functions with machine-learned lower-dimensional terms allowing insight with a general method

Computer Physics Communications ◽

10.1016/j.cpc.2021.108220 ◽

2021 ◽

pp. 108220

Author(s):

Owen Ren ◽

Mohamed Ali Boussaidi ◽

Dmitry Voytsekhovsky ◽

Manabu Ihara ◽

Sergei Manzhos

Keyword(s):

Gaussian Process ◽

Random Sampling ◽

Gaussian Process Regression ◽

Model Representation ◽

High Dimensional ◽

High Dimensional Model Representation ◽

Dimensional Model ◽

Lower Dimensional ◽

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