selected publications
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academic article
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Multiple point statistical simulation using uncertain (soft) conditional data.
Computers & Geosciences.
114.
2018
Efficient Monte Carlo sampling of inverse problems using a neural network-based forward—applied to GPR crosshole traveltime inversion.
Geophysical Journal International.
211.
2017
Smart Interpretation – automatic geological interpretations based on supervised statistical models.
Computational Geosciences.
21.
2017
Mixed‐point geostatistical simulation: A combination of two‐ and multiple‐point geostatistics.
Geophysical Research Letters.
43.
2016
A General Probabilistic Approach for Inference of Gaussian Model Parameters from Noisy Data of Point and Volume Support.
Mathematical Geosciences.
47.
2015
History Matching Through a Smooth Formulation of Multiple-Point Statistics.
Mathematical Geosciences.
47.
2015
Improving the Pattern Reproducibility of Multiple-Point-Based Prior Models Using Frequency Matching.
Mathematical Geosciences.
47.
2015
Localized Smart Interpretation - a data driven semi-automatic geological modelling method..
ASEG Extended Abstracts.
2015.
2015
Accounting for imperfect forward modeling in geophysical inverse problems — Exemplified for crosshole tomographyAccounting for modeling errors.
Geophysics.
79.
2014
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chapter
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Revealing Multiple Geological Scenarios Through Unsupervised Clustering of Posterior Realizations from Reflection Seismic Inversion.
Springer Nature.
2017
Probabilistic Integration of Geo‐Information.
Wiley.
2016
History Matching with Geostatistical Prior: A Smooth Formulation.
Springer Nature.
2014
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conference paper
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Electromagnetic Full Waveform Inversion based on Bayesian Markov-chain Monte-Carlo Method.
Advances in Engineering Research.
2016
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SIPPI: A Matlab toolbox for sampling the solution to inverse problems with complex prior information Part 1—Methodology.
Computers & Geosciences.
2013
SIPPI: A Matlab toolbox for sampling the solution to inverse problems with complex prior information Part 2—Application to crosshole GPR tomography.
Computers & Geosciences.
2013
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patent