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Co-Kriging Estimation of Nitrate-Nitrogen Loads in an Agricultural River

Water Resources Management, 2016
Daily nitrate-nitrogen (NO3-N) loads in the Raccoon River, Iowa, were estimated using Ordinary kriging (OK), Cokriging (CK), and a standard rating curve method (LOADEST) based on a dataset of 3451 measurements of NO3-N concentration collected over 19 years.
Xiuyu Liang   +3 more
openaire   +1 more source

Co-Kriging strategy for structural health monitoring of bridges

Structural Health Monitoring
Computational models are crucial in applied science and engineering, offering valuable insights on the behavior of strutures and mechanical systems. However, their effectiveness is often hindered by complexity and substantial time required for execution.
Henrique Cordeiro Novais   +2 more
openaire   +1 more source

Combustor Design Optimisation Using Co-Kriging of Steady and Unsteady Turbulent Combustion

Volume 2: Combustion, Fuels and Emissions, Parts A and B, 2011
In the gas turbine industry, computational fluid dynamics (CFD) simulations are often used to predict and visualize the complex reacting flow dynamics, combustion environment and emissions performance of a combustor at the design stage. Given the complexity involved in obtaining accurate flow predictions and due to the expensive nature of simulations ...
Wankhese, Moresh J.   +2 more
openaire   +2 more sources

A generalized hierarchical co-Kriging model for multi-fidelity data fusion

Structural and Multidisciplinary Optimization, 2020
Multi-fidelity (MF) surrogate models have shown great potential in simulation-based design since they can make a trade-off between high prediction accuracy and low computational cost by augmenting the small number of expensive high-fidelity (HF) samples with a large number of cheap low-fidelity (LF) data.
Qi Zhou   +4 more
openaire   +1 more source

Increments for (CO)Kriging with Trend and Pseudo-Covariance Estimation

1994
This paper presents an integrated account of the interpolation techniques of universal kriging and cokriging by way of the solution of a prediction problem in a situation akin to linear regression. Polynomial expectations of degree k in the coordinates of a region are eliminated by consideration of increments only, followed by the introduction of a ...
openaire   +1 more source

RECURSIVE CO-KRIGING MODEL FOR DESIGN OF COMPUTER EXPERIMENTS WITH MULTIPLE LEVELS OF FIDELITY

International Journal for Uncertainty Quantification, 2014
We consider in this paper the problem of building a fast-running approximation—also called surrogate model—of a complex computer code. The co-kriging based surrogate model is a promising tool to build such an approximation when the complex computer code can be run at different levels of accuracy.
Le Gratiet, Loic, Garnier, Josselin
openaire   +2 more sources

A new form of the cokriging equations

Mathematical Geology, 1997
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Long, Andrew E., Myers, Donald E.
openaire   +2 more sources

Co-Kriged Estimates of Transmissivities Using Jointly Water Level Data

1989
The problem of estimating transmissivities in an aquifer from local measurements is generally approached from two different directions: (i) using only local measurements of transmissivities (e.g. from the interpretation of pumping tests), a first estimate of the transmissivity field is obtained by simple interpolation, using kriging for instance; (ii ...
S. Ahmed, G. de Marsily
openaire   +1 more source

Stochastic co-kriging for steady-state simulation metamodeling

2017 Winter Simulation Conference (WSC), 2017
Xi Chen 0040   +2 more
openaire   +2 more sources

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