Estimation of hydraulic conductivity in a watershed using sparse multi-source data via Gaussian process regression and Bayesian experimental design

CY Tseng, M Ghadiri, P Kumar, H Meidani - Advances in Water Resources, 2023 - Elsevier
Enhanced water management systems depend on accurate estimation of subsurface
hydraulic properties. However, geologic formations can vary significantly, so information …

Spatial Interpolation and Conditional Map Generation Using Deep Image Prior for Environmental Applications

H Rakotonirina, I Guridi, P Honeine, O Atteia… - Mathematical …, 2024 - Springer
Kriging is the most widely used spatial interpolation method in geostatistics. For many
environmental applications, kriging may have to satisfy the stationarity and isotropy …

Uncertainty Quantification of Contaminated Soil Volume with Deep Neural Networks and Predictive Models

I Guridi, R Chassagne, A Pryet, O Atteia - Environmental Modeling & …, 2024 - Springer
The estimation of the soil volume exceeding a contamination threshold over
decommissioned industrial sites is critical for the design of remediation strategies. In …

Kesirli üniversal kriging meta-modeli

M Balaban, B Dengiz - Gazi Üniversitesi Mühendislik Mimarlık …, 2022 - dergipark.org.tr
Bu çalışmada, benzetim modeli ile veri üretmenin maliyetli olabileceği karmaşık yapıdaki
problemler için benzetim modelinin yerine kullanılabilecek Kriging tabanlı bir meta-model …

[PDF][PDF] Fractional universal kriging metamodel

M Balaban, B Dengiz - 2022 - researchgate.net
Fractional universal kriging metamodel Page 1 Journal of the Faculty of Engineering and
Architecture of Gazi University 37:3 (2022) 1185-1196 Fractional universal kriging metamodel …

[PDF][PDF] Gold Geospatial Interpolations: Kriging versus Inverse Distance Weighting

US Umar, AM Bello, Z Munir - International Research Journal of …, 2018 - irjaes.com
The EW oriented Julie belt is located in the central portion of North-Western Ghana. The
Julie gold deposit is currently the highest-grade in NW Ghana. It is located in the Wa-East …

Comparison of Metamodel Performances on an Electronic Circuit Problem

M Balaban - Asian Journal of Probability and …, 2021 - publications.openuniversitystm.com
Aims: Investigation of building and validation of metamodels which of linear regression,
simple kriging, ordinary kriging and radial basis function for an electronic circuit problem are …