UB Paderborn / Katalog / Suche / in CDI

High-order Statistics of Spatial Random Fields: Exploring Spatial Cumulants for Modeling Complex Non-Gaussian and Non-linear Phenomena

Mathematical geosciences, 2010-01, Vol.42 (1), p.65-99

2010

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Machine learning as a tool for geologists

Leading edge (Tulsa, Okla.), 2017-03, Vol.36 (3), p.215-219

2017

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Large-Scale Physical Modeling of Salt-Water Intrusion

Water (Basel), 2022-04, Vol.14 (8), p.1183

2022

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Comparison Between Hydraulic Conductivity Anisotropy and Electrical Resistivity Anisotropy From Tomography Inverse Modeling

Frontiers in environmental science, 2019-06, Vol.7

2019

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Stochastic Seismic Waveform Inversion Using Generative Adversarial Networks as a Geological Prior

Mathematical geosciences, 2020, Vol.52 (1), p.53-79

2020

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Quantifying uncertainty and improving prospectivity mapping in mineral belts using transfer learning and Random Forest: A case study of copper mineralization in the Superior Craton Province, Quebec, Canada

Ore geology reviews, 2024-03, Vol.166, p.105918, Article 105918

2024

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Machine Learning Methods for Quantifying Uncertainty in Prospectivity Mapping of Magmatic-Hydrothermal Gold Deposits: A Case Study from Juruena Mineral Province, Northern Mato Grosso, Brazil

Minerals (Basel), 2022-08, Vol.12 (8), p.941

2022

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Ensemble Kalman Filter Assimilation of ERT Data for Numerical Modeling of Seawater Intrusion in a Laboratory Experiment

Water (Basel), 2018-03, Vol.10 (4), p.397

2018

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Deep geothermal resource assessment of the St. Lawrence Lowlands sedimentary basin (Québec) based on 3D regional geological modelling

Geomechanics and geophysics for geo-energy and geo-resources., 2020-09, Vol.6 (3), Article 46

2020

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Critical Analysis of the Snow Survey Network According to the Spatial Variability of Snow Water Equivalent (SWE) on Eastern Mainland Canada

Hydrology, 2019-06, Vol.6 (2), p.55

2019

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Time domain viscoelastic full waveform inversion

Geophysical journal international, 2017-06, Vol.209 (3), p.1718-1734

2017

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Value of Geologically Derived Features in Machine Learning Facies Classification

Mathematical geosciences, 2020, Vol.52 (1), p.5-29

2020

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Colored inversion

Leading edge (Tulsa, Okla.), 2017-10, Vol.36 (10), p.858-861

2017

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Quality control in deep learning and confidence quantification: Seismic velocity regression through classification

Computers & geosciences, 2024-02, Vol.184, p.105534, Article 105534

2024

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Time-domain seismic modeling in viscoelastic media for full waveform inversion on heterogeneous computing platforms with OpenCL

Computers & geosciences, 2017-03, Vol.100, p.142-155

2017

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Water temperature modelling: comparison between the generalized additive model, logistic, residuals regression and linear regression models

Hydrological sciences journal, 2017-05, Vol.62 (7), p.1078-1093

2017

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Linear Waveform Tomography Inversion Using Machine Learning Algorithms

Mathematical geosciences, 2020-01, Vol.52 (1), p.31-51

2020

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The Effect of Splitting of Raw Data into Training and Test Subsets on the Accuracy of Predicting Spatial Distribution by a Multilayer Perceptron

Mathematical geosciences, 2020-01, Vol.52 (1), p.111-121

2020

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Microseismic monitoring of rockbursts with the ensemble Kalman filter

Near surface geophysics (Online), 2021-08, Vol.19 (4), p.429-445

2021

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A Special Issue on Data Science for Geosciences

Mathematical geosciences, 2020, Vol.52 (1), p.1-3

2020

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GPU-Accelerated Simulation of Massive Spatial Data Based on the Modified Planar Rotator Model

Mathematical geosciences, 2020, Vol.52 (1), p.123-143

2020

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Comparison of different interpolation methods and sequential Gaussian simulation to estimate volumes of soil contaminated by As, Cr, Cu, PCP and dioxins/furans

Environmental pollution (1987), 2019-09, Vol.252 (Pt A), p.409-419

2019

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Development of Proxy Model for Hydraulic Fracturing and Seismic Wave Propagation Processes

Mathematical geosciences, 2020, Vol.52 (1), p.81-110

2020

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Inference of the two dimensional GPR velocity field using collocated cokriging of Direct Push permittivity and conductivity logs and GPR profiles

Journal of applied geophysics, 2012-03, Vol.78, p.94-101

2012

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Aim4res, an open-source 2.5D finite differences MATLAB library for anisotropic electrical resistivity modeling

Computers & geosciences, 2020-02, Vol.135, p.104401, Article 104401

2020

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High-order Statistics of Spatial Random Fields: Exploring Spatial Cumulants for Modeling Complex Non-Gaussian and Non-linear Phenomena

Machine learning as a tool for geologists

Large-Scale Physical Modeling of Salt-Water Intrusion

Comparison Between Hydraulic Conductivity Anisotropy and Electrical Resistivity Anisotropy From Tomography Inverse Modeling

Stochastic Seismic Waveform Inversion Using Generative Adversarial Networks as a Geological Prior

Quantifying uncertainty and improving prospectivity mapping in mineral belts using transfer learning and Random Forest: A case study of copper mineralization in the Superior Craton Province, Quebec, Canada

Machine Learning Methods for Quantifying Uncertainty in Prospectivity Mapping of Magmatic-Hydrothermal Gold Deposits: A Case Study from Juruena Mineral Province, Northern Mato Grosso, Brazil

Ensemble Kalman Filter Assimilation of ERT Data for Numerical Modeling of Seawater Intrusion in a Laboratory Experiment

Deep geothermal resource assessment of the St. Lawrence Lowlands sedimentary basin (Québec) based on 3D regional geological modelling

Critical Analysis of the Snow Survey Network According to the Spatial Variability of Snow Water Equivalent (SWE) on Eastern Mainland Canada

Time domain viscoelastic full waveform inversion

Value of Geologically Derived Features in Machine Learning Facies Classification

Colored inversion

Quality control in deep learning and confidence quantification: Seismic velocity regression through classification

Time-domain seismic modeling in viscoelastic media for full waveform inversion on heterogeneous computing platforms with OpenCL

Water temperature modelling: comparison between the generalized additive model, logistic, residuals regression and linear regression models

Linear Waveform Tomography Inversion Using Machine Learning Algorithms

The Effect of Splitting of Raw Data into Training and Test Subsets on the Accuracy of Predicting Spatial Distribution by a Multilayer Perceptron

Microseismic monitoring of rockbursts with the ensemble Kalman filter

A Special Issue on Data Science for Geosciences

GPU-Accelerated Simulation of Massive Spatial Data Based on the Modified Planar Rotator Model

Comparison of different interpolation methods and sequential Gaussian simulation to estimate volumes of soil contaminated by As, Cr, Cu, PCP and dioxins/furans

Development of Proxy Model for Hydraulic Fracturing and Seismic Wave Propagation Processes

Inference of the two dimensional GPR velocity field using collocated cokriging of Direct Push permittivity and conductivity logs and GPR profiles

Aim4res, an open-source 2.5D finite differences MATLAB library for anisotropic electrical resistivity modeling

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