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Journal of Machine Learning Research, ISSN 1532-4435, 10/2014, Volume 15, pp. 3183 - 3186
When analyzing data from computationally expensive simulation codes, surrogate modeling methods are firmly established as facilitators for design space... 
DACE | Co-Kriging | Surrogate modeling, metamodeling | Blind kriging | Gaussian process | Kriging | DESIGN | metamodeling | co-Kriging | surrogate modeling | blind Kriging | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Waste Management, ISSN 0956-053X, 02/2019, Volume 85, pp. 242 - 252
Modeling of hydrothermal carbonization (HTC) of poultry litter to high-value materials was conducted in order to understand the process and predict the... 
ANN | Hydrochar | Modelling | Hydrothermal carbonization | Kriging | Poultry litter | COMBUSTION | YIELDS | CONVERSION | PERFORMANCE | WET | WASTES | ENVIRONMENTAL SCIENCES | POULTRY-LITTER | ENGINEERING, ENVIRONMENTAL | BIOMASS | CHEMICAL-PROPERTIES | Neural networks
Journal Article
Fisheries Research, ISSN 0165-7836, 08/2015, Volume 168, pp. 20 - 32
Western Australians are heavily engaged in recreational fishing activities with a participation rate of approximately 30%. An accurate estimation of the... 
Catch rate estimation | Kriging estimators | Ordinary kriging | Indicator kriging | Poisson kriging | FISHERIES | Statistical methods | Geology | Fishing | Analysis
Journal Article
Journal of Computational and Graphical Statistics, ISSN 1061-8600, 04/2015, Volume 24, Issue 2, pp. 579 - 599
We develop a multiresolution model to predict two-dimensional spatial fields based on irregularly spaced observations. The radial basis functions at each level... 
Fixed rank kriging | Sparse Cholesky decomposition | Spatial estimator | Kriging | STATISTICS & PROBABILITY
Journal Article
Mechanical Systems and Signal Processing, ISSN 0888-3270, 08/2019, Volume 129, pp. 112 - 129
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 2009, Volume 192, Issue 3, pp. 707 - 716
This article reviews Kriging (also called spatial correlation modeling). It presents the basic Kriging assumptions and formulas—contrasting Kriging and classic... 
Design | Interpolation | Response surface | Metamodel | Kriging | Optimization | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | MODELS | APPROXIMATION | SEQUENTIAL DESIGNS | GLOBAL OPTIMIZATION | COMPUTER EXPERIMENTS | Kriging Metamodel Response surface Interpolation Optimization Design
Journal Article
Structural and Multidisciplinary Optimization, ISSN 1615-147X, 10/2019, Volume 60, Issue 6
When simulations are very expensive and many are required, as for optimization or uncertainty quantification, a way to reduce cost is using surrogates. With... 
Co-Kriging | Multifidelity | Linear regression | Symmetries | Surrogates | Kriging | ENGINEERING
Journal Article
Operations Research, ISSN 0030-364X, 12/2019
Journal Article
Environmental Pollution, ISSN 0269-7491, 03/2018, Volume 234, pp. 794 - 803
As a result of rapid industrialization and urbanization, China is experiencing severe air pollution problems. Understanding the spatiotemporal variation and... 
Spatiotemporal variation | Pollution | China | Kriging
Journal Article
Geoderma, ISSN 0016-7061, 11/2012, Volume 189-190, pp. 627 - 634
Journal Article
Hydrological Processes, ISSN 0885-6087, 07/2010, Volume 24, Issue 15, pp. 2045 - 2055
Journal Article
Environmental Modelling and Software, ISSN 1364-8152, 03/2014, Volume 53, pp. 173 - 189
Spatially continuous data of environmental variables are often required for environmental sciences and management. However, information for environmental... 
Interpolator | Spatially continuous surfaces | Statistics | Analysis | Kriging | Geostatistics | REGRESSION | KRIGING METHODS | SOIL PROPERTIES | PREDICTION METHODS | FOREST | ENVIRONMENTAL SCIENCES | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | PRECIPITATION | ENGINEERING, ENVIRONMENTAL | SPLINES | GEOSTATISTICAL ANALYSIS | RAINFALL | VARIOGRAMS
Journal Article
Composite Structures, ISSN 0263-8223, 02/2014, Volume 108, Issue 1, pp. 472 - 492
The mechanical and thermal buckling behaviors of ceramic–metal functionally grade plates (FGPs) were studied by using a local Kriging meshless method. The... 
First-order shear deformation plate theory | Buckling analysis | Local Kriging meshless method | Kriging interpolation | Functionally graded plates | MECHANICS | CIRCULAR PLATES | THERMOMECHANICAL POSTBUCKLING ANALYSIS | VIBRATION ANALYSIS | MATERIALS SCIENCE, COMPOSITES | LOKRIGING METHOD
Journal Article