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Papers matching “model uncertainty quantification” 280

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Computationally-feasible uncertainty quantification in model-based landslide risk assessment
2023 Frontiers in Earth Science article Environmental Science Landslides and related hazards Open access

Anil Yıldiz, Hu Zhao, Julia Kowalski

12

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
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 with a physics-based machine learning method for geothermal-well targeting: A case study of The Hague, Netherlands
2023 conference-abstract Physics and Astronomy Model Reduction and Neural Networks Open access

Ryan Santoso, Denise Degen, Dominique Knapp, Renate Pechnig, Florian Wellmann

1

citations
Uncertainty Quantification in the Directed Energy Deposition Process Using Deep Learning-Based Probabilistic Approach
2022 Key engineering materials article Engineering Additive Manufacturing Materials and Processes Open access

Thinh Quy Duc Pham, Truong‐Vinh Hoang, Seifallah Fetni, Laurent Duchêne, Hoang Son Tran, Anne Marie Habraken

4

citations
Uncertainty quantification in hierarchical vehicular flow models
2022 Kinetic and Related Models article Engineering Traffic control and management Open access

Michaël Herty, Elisa Iacomini

5

citations
Uncertainty Quantification in Hierarchical Vehicular Flow Models
2021 arXiv (Cornell University) preprint Engineering Traffic control and management Open access

Michaël Herty, Elisa Iacomini

1

citations
Towards Robust Hemolysis Modeling with Uncertainty Quantification: A Universal Approach to Address Experimental Variance
2024 arXiv (Cornell University) preprint Engineering Fuel Cells and Related Materials Open access

Christopher Blum, Ulrich Steinseifer, Michael Neidlin

0

citations
Bayesian parameter inference and uncertainty-informed sensitivity analysis in a 0D cardiovascular model for intraoperative hypotension
2025 Computers in Biology and Medicine article Medicine Hemodynamic Monitoring and Therapy Open access

Jan‐Niklas Thiel, Marko Žličar, Ulrich Steinseifer, Borut Kirn, Michael Neidlin

1

citations
Uncertainty Quantification in Integrated Fuel and Process Design
2024 Energy & Fuels article Engineering Process Optimization and Integration Open access

Marian Panofen, Philipp Ackermann, Jörn Viell, Alexander Mitsos, Manuel Dahmen

11

citations
Uncertainty Quantification For Learned ISTA
2023 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) conference-paper Mathematics Numerical methods in inverse problems

Frederik Hoppe, Claudio Mayrink Verdun, Hannah Laus, Felix Krahmer, Holger Rauhut

4

citations
Uncertainty quantification for learned ISTA
2023 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Frederik Hoppe, Claudio Mayrink Verdun, Felix Krahmer, Hannah Laus, Holger Rauhut

0

citations
Uncertainty Quantification for Basin-Scale Geothermal Conduction Models
2021 preprint Decision Sciences Probabilistic and Robust Engineering Design Open access

Denise Degen, Karen Veroy, Florian Wellmann

0

citations
Topographic uncertainty quantification for flow-like landslide models via stochastic simulations
2020 Natural hazards and earth system sciences article Environmental Science Landslides and related hazards Open access

Hu Zhao, Julia Kowalski

13

citations
Topographic uncertainty quantification for flow-like landslide models via stochastic simulations
2020 preprint Environmental Science Landslides and related hazards Open access

Julia Kowalski

0

citations
Ensemble-based uncertainty quantification of virtual measurements in multi-stage battery production in relation to measurement uncertainty
2026 tm - Technisches Messen article Engineering Advanced Battery Technologies Research

Lukas Krebs, Meike Huber, Amon Göppert, Robert Heinrich Schmitt

0

citations
Using Gaussian Processes to Design Dynamic Experiments for Black-Box Model Discrimination under Uncertainty
2021 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Simon Olofsson, Eduardo S. Schultz, Adel Mhamdi, Alexander Mitsos, Marc Peter Deisenroth, Ruth Misener

0

citations
Residual bayesian attention networks for uncertainty quantification in regression tasks
2025 Scientific Reports article Physics and Astronomy Model Reduction and Neural Networks Open access

Youliang Chen, Wencan Guan, Rafig Azzam

10

citations
A Bayesian Perspective on Uncertainty Quantification for Estimated Graph Signals
2025 conference-paper Computer Science Bayesian Modeling and Causal Inference Open access

Lennard Rompelberg, Michael T. Schaub

2

citations
Structure-exploiting uncertainty quantification and control : Bayesian inference and Itô SDE methods from MRI segmentation to autonomous sensing
2025 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Model Reduction and Neural Networks Open access

Felix Terhag

0

citations
Uncertainty quantification of kinetic models using adjoint-driven active subspace algorithms
2022 Proceedings of the Combustion Institute article Decision Sciences Probabilistic and Robust Engineering Design Open access

Ahmed Hassan, Vincent Le Chenadec, Taraneh Sayadi

4

citations
Bayesian calibration, process modeling and uncertainty quantification in biotechnology
2022 PLoS Computational Biology article Biochemistry, Genetics and Molecular Biology Viral Infectious Diseases and Gene Expression in Insects Open access cited by 1 patent

Laura M. Helleckes, Michael Osthege, Wolfgang Wiechert, Eric von Lieres, Marco Oldiges

34

citations
Bayesian calibration, process modeling and uncertainty quantification in biotechnology
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Viral Infectious Diseases and Gene Expression in Insects Open access

Laura M. Helleckes, Michael Osthege, Wolfgang Wiechert, Eric von Lieres, Marco Oldiges

4

citations
Uncertainty quantification and sensitivity analysis of an unsteady axisymmetric reacting solid particle
2024 Combustion and Flame article Engineering Combustion and Detonation Processes

Ahmed Hassan, Leif Schumacher, Vincent Le Chenadec, Taraneh Sayadi

1

citations
Uncertainty quantification in energy and thermal management of immersion-cooled battery safety systems in electric vehicles using polynomial chaos expansion
2026 Journal of Power Sources article Engineering Advanced Battery Technologies Research Open access

Abdul Wahab, Tim Wieder, Nima Amjady, Hossein Senobar, Hans Kemper, Hamid Khayyam

7

citations