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Three dimensional variogram modeling and Kriging
2020In this research, semi-variograms of different directions, are used to form a three-dimensional variogram surface. A simple and practical surface generation technique, namely bilinear surface fitting method is used for this purpose. Co-variance between any of two sample points (drill holes) can be found on the surface easily. Angle and distance between
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Kriging models for microwave filters
2016 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO), 2016Surrogate modeling of microwave filters' response is discussed. In particular, kriging is used to model either the scattering parameters of the filter or the rational representation of the filter's characteristics. Surrogate models for these two variants of kriging are validated in solving a microwave filter optimization problem.
Natalia Leszczynska +4 more
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Optimal Model Average Prediction in Orthogonal Kriging Models
Journal of Systems Science and ComplexityzbMATH Open Web Interface contents unavailable due to conflicting licenses.
Jun Wang +3 more
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Journal of Environmental Management, 2020
Nitrate pollution of groundwater through spatial models is investigated in this paper by using a sample of nitrate values at monitoring wells using the data from four seasons of a year, in which data are sparse. Two spatial modelling strategies are formulated at two levels, in which Strategy 1 comprises: three variations of kriging-based models ...
Ali Asghar, Rostami +3 more
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Nitrate pollution of groundwater through spatial models is investigated in this paper by using a sample of nitrate values at monitoring wells using the data from four seasons of a year, in which data are sparse. Two spatial modelling strategies are formulated at two levels, in which Strategy 1 comprises: three variations of kriging-based models ...
Ali Asghar, Rostami +3 more
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Comparison of predictions by kriging and spatial autoregressive models
Communications in Statistics - Simulation and Computation, 2018ABSTRACTIn geostatistics, the prediction of unknown quantities at given locations is commonly made by the kriging technique.
Azadeh Mojiri +3 more
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On Using Kriging Models as Probabilistic Models in Design
SAE Technical Paper Series, 2004<div class="htmlview paragraph">Kriging models are frequently used as metamodels during system design optimization. In many applications, a kriging model is used as a deterministic model of a computationally expensive analysis or simulation. In this paper, a kriging model is employed as a probabilistic model on a one-dimensional and two two ...
Jay D. Martin, Timothy W. Simpson
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A Non-Homogeneous Model for Kriging Dosimetric Data
Mathematical Geosciences, 2019zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Lajaunie, Christian +4 more
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Surrogate modeling of microwave structures using kriging, co‐kriging, and space mapping
International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, 2012SUMMARYSpace mapping (SM) is one of the most popular techniques for creating computationally cheap and reasonably accurate surrogates of electromagnetic‐simulated microwave structures (so‐called fine models) using underlying coarse models, typically equivalent circuits.
Ivo Couckuyt +2 more
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Kriging and moving window kriging on a sphere in geometric (GNSS/levelling) geoid modelling
Survey Review, 2016A comparison of kriging and moving window kriging (MWK) on a sphere is performed on GNSS/levelling data.
M. Ligas, M. Kulczycki
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A kriging approach to the analysis of climate model experiments
Journal of Agricultural, Biological, and Environmental Statistics, 2009zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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