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2016, Chapman & Hall/CRC handbooks of modern statistical methods, ISBN 9781482253016, xviii, 684 pages
Handbook of Spatial Epidemiology explains how to model epidemiological problems and improve inference about disease etiology from a geographical perspective.... 
Spatial Analysis | Epidemiologic Methods | Medical geography | Epidemiology | Medicine: General Issues | Statistical Theory & Methods
Book
Structural Safety, ISSN 0167-4730, 03/2016, Volume 59, pp. 86 - 95
With complex performance functions and time-demanding computation of structural responses, the estimation of small failure probabilities is a challenging... 
Subset simulation | Kriging model | Active learning | Small failure probabilities | RESPONSE-SURFACE | ENGINEERING, CIVIL | NEURAL-NETWORKS | STRUCTURAL RELIABILITY-ANALYSIS | OPTIMIZATION | HIGH DIMENSIONS | DESIGNS | Models | Analysis | Methods | Tunnels | Learning | Computer simulation | Computation | Mathematical analysis | Mathematical models | Computational efficiency | Kriging | Failure
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
Applied Mathematics and Computation, ISSN 0096-3003, 2011, Volume 218, Issue 2, pp. 563 - 573
Journal Article
Applied Mathematical Modelling, ISSN 0307-904X, 01/2015, Volume 39, Issue 2, pp. 781 - 793
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
Structural Safety, ISSN 0167-4730, 2011, Volume 33, Issue 2, pp. 145 - 154
► AK-MCS is a reliability method based on Kriging and Monte Carlo Simulation. ► AK-MCS is an active learning classifier. ► Moderate computation time to... 
Monte Carlo | Reliability | Active learning | Metamodel | Kriging | Failure probability | COMPLEX COMPUTER CODES | ENGINEERING, CIVIL | OPTIMIZATION | DESIGNS | Learning | Uncertainty | Monte Carlo methods | Computer simulation | Computation | Metamodels | Mathematical models | Failure
Journal Article
Environmental Modelling and Software, ISSN 1364-8152, 09/2019, Volume 119, pp. 197 - 213
Journal Article
AIAA Journal, ISSN 0001-1452, 09/2011, Volume 49, Issue 9, pp. 2034 - 2046
Metamodeling has been widely used for design optimization by building surrogate models for computationally intensive engineering application problems. Among... 
SURROGATES | ENGINEERING, AEROSPACE | SURFACES | Engineering design | Statistical methods | Research | Geology | Mathematical optimization | Dynamical systems | Accuracy | Correlation | Basis functions | Dynamics | Mathematical models | Kriging | Optimization | Design optimization
Journal Article
Journal of Turbomachinery, ISSN 0889-504X, 06/2013, Volume 135, Issue 3, pp. 1 - 10
This two-part paper addresses the design of a U-bend for serpentine internal cooling channels optimized for minimal pressure loss. The total pressure loss for... 
KRIGING MODELS | DESIGN | DUCT | HEAT-TRANSFER | TURBULENT-FLOW | SMOOTH | ENGINEERING, MECHANICAL | Engineering design | Channels (Hydraulic engineering) | Numerical analysis | Mechanical properties | Research | Design and construction | Pressure | Mathematical optimization | Methods | Design engineering | Cooling | Mathematical models | Pressure loss | Channels | Optimization | Navier-Stokes equations
Journal Article
Applied Mathematics and Computation, ISSN 0096-3003, 06/2013, Volume 219, Issue 19, pp. 10044 - 10052
An improved meshless local Petrov–Galerkin (MLPG) method is presented and applied to calculate the two-dimensional unsteady state heat conduction problems. In... 
Meshless local Petrov–Galerkin method | Heaviside step function | Moving Kriging interpolation method | Transient heat conduction | Meshless local Petrov-Galerkin method | ELEMENT-FREE METHOD | MATHEMATICS, APPLIED | MOVING KRIGING INTERPOLATION | PLATE | LOKRIGING METHOD
Journal Article