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Papers matching “Bayesian inversion” 44

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Bayesian inversion for electromyography using low-rank tensor formats
2021 Inverse Problems article Mathematics Tensor decomposition and applications Open access

Anna Rörich, Tim A. Werthmann, Dominik Göddeke, Lars Grasedyck

3

citations
AN EFFICIENT COMPUTATIONAL METHOD FOR PARAMETER IDENTIFICATION IN THE CONTEXT OF RANDOM SET THEORY VIA BAYESIAN INVERSION
2020 International Journal for Uncertainty Quantification article Decision Sciences Probabilistic and Robust Engineering Design

Truong‐Vinh Hoang, Hermann Georg Matthies

5

citations
Probabilistic constrained Bayesian inversion for transpiration cooling
2022 International Journal for Numerical Methods in Fluids article Decision Sciences Probabilistic and Robust Engineering Design Open access

Ella Steins, Tan Bui–Thanh, Michaël Herty, Siegfried Müller

3

citations
Provable Diffusion Posterior Sampling for Bayesian Inversion
2025 arXiv (Cornell University) preprint Mathematics Markov Chains and Monte Carlo Methods Open access

0

citations
Stochastic Inversion of Three‐Dimensional Discrete Fracture Network Structure With Hydraulic Tomography
2021 Water Resources Research article Environmental Science Groundwater flow and contamination studies Open access

Lisa Maria Ringel, Mohammadreza Jalali, Peter Bayer

51

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
Model-Based Probabilistic Inversion Using Magnetic Data: A Case Study on the Kevitsa Deposit
2021 Geosciences article Earth and Planetary Sciences Geological Modeling and Analysis Open access

Nilgün Güdük, Miguel de la Varga, Janne Kaukolinna, Florian Wellmann

15

citations
Uncertainty quantification of geological model parameters in 3D gravity inversion by Hessian informed Markov chain Monte Carlo
2021 preprint Earth and Planetary Sciences Seismic Imaging and Inversion Techniques Open access

Zhouji Liang, Florian Wellmann

0

citations
Uncertainty quantification of geologic model parameters in 3D gravity inversion by Hessian-informed Markov chain Monte Carlo
2022 Geophysics article Earth and Planetary Sciences Seismic Imaging and Inversion Techniques

Zhouji Liang, Florian Wellmann, Omar N. Ghattas

19

citations
Sensor selection for hyper‐parameterized linear Bayesian inverse problems
2021 PAMM article Computer Science Gaussian Processes and Bayesian Inference Open access

Nicole Aretz, Peng Chen, Karen Veroy

4

citations
Generalized parallel tempering on Bayesian inverse problems
2021 Statistics and Computing article Mathematics Markov Chains and Monte Carlo Methods Open access

Jonas Latz, Juan P. Madrigal-Cianci, Fabio Nobile, Raul F. Tempone

12

citations
Probabilistic Constrained Bayesion Inversion for Transpiration Cooling
2022 arXiv (Cornell University) preprint Decision Sciences Probabilistic and Robust Engineering Design Open access

Ella Steins, Tan Bui–Thanh, Michaël Herty

0

citations
A greedy sensor selection algorithm for hyperparameterized linear Bayesian inverse problems with correlated noise models
2023 Journal of Computational Physics article Engineering Reservoir Engineering and Simulation Methods Open access

Nicole Aretz, Peng Chen, Denise Degen, Karen Veroy

7

citations
A Greedy Sensor Selection Algorithm for Hyperparameterized Linear Bayesian Inverse Problems
2023 arXiv (Cornell University) preprint Engineering Reservoir Engineering and Simulation Methods Open access

Nicole Aretz, Peng Chen, Denise Degen, Karen Veroy

0

citations
Bayesian Statistics to determine Aerodynamic Admittance based on measurements at a high-rise Building
2024 Journal of Physics Conference Series conference-paper Environmental Science Wind and Air Flow Studies Open access

Frank H. Kemper, Chris P.W. Geurts

1

citations
Effect of drugs on bone mineral density in postmenopausal osteoporosis: a Bayesian network meta-analysis
2021 Journal of Orthopaedic Surgery and Research article Medicine Bone health and osteoporosis research Open access

Filippo Migliorini, Nicola Maffulli, Giorgia Colarossi, Jörg Eschweiler, Markus Tingart, Marcel Betsch

199

citations
Active and passive physical therapy in patients with chronic low-back pain: a level I Bayesian network meta-analysis
2025 Journal of Orthopaedics and Traumatology article Medicine Musculoskeletal pain and rehabilitation Open access

Alice Baroncini, Nicola Maffulli, Nicola Manocchio, M. Bossa, Calogero Foti, Luise Schäfer, +2 more

17

citations
Bayesian galactic cartography via Gaussian processes: dark matter and interstellar gas : towards a new era of data-driven high-dimensional modelling in astrophysics
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Laurin Söding

0

citations
Stress-based tomography: potential, open-questions and future developments
2020 conference-abstract Earth and Planetary Sciences Seismic Imaging and Inversion Techniques Open access

Peter Bayer, Mohammad Javad Afshari Moein, Márk Somogyvári, Lisa Maria Ringel, Mohammadreza Jalali

0

citations
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
Sensitivity and depth of investigation from Monte Carlo ensemble statistics
2020 Geophysical Prospecting article Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access

Christin Bobe, Johannes Keller, Ellen Van De Vijver

0

citations
SHEMAT-Suite: a parallel open source simulator for flow, heat and mass transport in porous media
2021 conference-abstract Engineering Reservoir Engineering and Simulation Methods Open access

Johannes Keller, Johanna Fink, Norbert Klitzsch

0

citations
Analysis of a Class of Multilevel Markov Chain Monte Carlo Algorithms Based on Independent Metropolis–Hastings
2023 SIAM/ASA Journal on Uncertainty Quantification article Mathematics Markov Chains and Monte Carlo Methods Open access

Juan P. Madrigal-Cianci, Fabio Nobile, Raul F. Tempone

11

citations
Probabilistic approaches to including uncertainty in 3-D geometric and kinematic models of the Eastern Alps and its foreland: implications for exhumation histories and their link to deeper processes
2025 RWTH Publications (RWTH Aachen) dissertation Earth and Planetary Sciences Geological and Geochemical Analysis Open access

Sofia Brisson

0

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