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Papers matching “Bayesian uncertainty” 16

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Probabilistic Evaluation of Structural Uncertainty in a Synthetic Geological Benchmark Using GeoBUS
2026 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Ezgi Şatıroğlu, Christin Bobe, Claudia Finger, Francisco Muñoz-Burbano, Florian Wellmann

0

citations
A unified Bayesian model selection workflow for geophysical free-surface flow
2024 conference-abstract Environmental Science Landslides and related hazards Open access

Vijay Kumar, Julia Kowalski

0

citations
Uncertainty quantification in geological modelling by Hessian-informed MCMC
2020 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Zhouji Liang, Florian Wellmann

0

citations
Efficient probabilistic parameter calibration of landslide run-out models via Bayesian active learning
2022 conference-abstract Environmental Science Landslides and related hazards Open access

Hu Zhao, Julia Kowalski

0

citations
A Bayesian Framework for Verifying Methane Inventories and Trends With Atmospheric Methane Data
2023 conference-abstract Environmental Science Atmospheric and Environmental Gas Dynamics Open access

John R. Worden, Sudhanshu Pandey, Yuzhong Zhang, Daniel Cusworth, Zhen Qu, A. Anthony Bloom, +6 more

2

citations
Surrogate-assisted Bayesian inference with ERT data for contaminant transport modelling in the subsurface
2025 conference-abstract Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access

Maria Fernanda Morales Oreamuno, Nino Menzel, Sergey Oladyshkin, F M Wagner, Wolfgang Nowak

0

citations
ELT-METIS: estimating the constraining power of high-resolution exoplanet spectra with Bayesian inference
2022 conference-abstract Physics and Astronomy Stellar, planetary, and galactic studies Open access

Doriann Blain, A. Sánchez-López, Roy van Boekel, P. Mollière

0

citations
Surrogate modelling as enabling methodology for predictive Digital Twins in geohazards
2026 conference-abstract Physics and Astronomy Model Reduction and Neural Networks Open access

Anil Yıldiz, Julia Kowalski

0

citations
GeoBUS - A Probabilistic Workflow Combining ERT Inverse Modeling and Implicit Geological Modeling
2024 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Christin Bobe, Jan von Harten, Nils Chudalla, Florian Wellmann

0

citations
Inversion of Hydraulic Tomography Data from the Grimsel Test Site with a Discrete Fracture Network Model
2022 conference-abstract Environmental Science Groundwater flow and contamination studies Open access

Lisa Maria Ringel, Mohammadreza Jalali, Peter Bayer

0

citations
The site selection data hub: a data-centric approach for integrated simulation workflow management in radioactive waste disposal site selection
2024 conference-abstract Engineering Nuclear and radioactivity studies Open access

Qian Chen, Marc S. Boxberg, Nino Menzel, Maria Fernanda Morales Oreamuno, Wolfgang Nowak, Sergey Oladyshkin, +2 more

0

citations
Probabilistic Machine Learning in Structural Geology
2020 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Miguel de la Varga, Florian Wellmann

1

citations
Physics-informed machine learning to model rapid complex geohazards
2022 conference-abstract Environmental Science Landslides and related hazards Open access

Anil Yıldiz, Hu Zhao, Julia Kowalski

1

citations
Applying integrated population models to guide conservation planning: Western Capercaillie in Scotland
2026 conference-abstract Environmental Science Avian ecology and behavior Open access

Holly I. Niven, Fergus Blyth, Jack Anthony Bamber, Molly Doubleday, Steven R. Ewing, Sue Haysom, +6 more

1

citations
SARFlood: A Web-Based, Cloud-Native Platform for Automated and Optimized ML-based SAR Flood Mapping
2026 conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Patrick Wilhelm, Paul Christian Hosch, Antara Dasgupta

0

citations
The influence of glacial induced adjustment and other geological factors on the depth distribution of permeabilities in crystalline rocks
2022 conference-abstract Environmental Science Groundwater flow and contamination studies Open access

Peter Achtziger-Zupančič

0

citations

16 results