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Papers matching “Bayesian optimal estimation” 120

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Sensor selection for hyper‐parameterized linear Bayesian inverse problems
2021 PAMM article Mathematics Numerical methods in inverse problems Open access

Nicole Aretz, Peng Chen, Karen Veroy

4

citations
Sparse Bayesian learning for label efficiency in cardiac real-time MRI
2025 Statistics and Computing article Computer Science Medical Image Segmentation Techniques Open access

Anja Bach, Achim Basermann, Darius A. Gerlach, Philipp Knechtges, Jens Tank, Raul F. Tempone, +1 more

0

citations
Bayesian optimization using multiple directional objective functions allows the rapid inverse fitting of parameters for chromatography simulations
2022 Journal of Chromatography A article Chemistry Analytical Chemistry and Chromatography Open access

Ronald Jäpel, Johannes F. Buyel

24

citations
A Bayesian regularization-backpropagation neural network model for peeling computations
2021 The Journal of Adhesion article Engineering Adhesion, Friction, and Surface Interactions Open access

Saipraneeth Gouravaraju, Jyotindra Narayan, Roger A. Sauer, Sachin Singh Gautam

89

citations
End-to-End Pipeline for Uncertainty Quantification and Remaining Useful Life Estimation: An Application on Aircraft Engines
2022 PHM Society European Conference conference-paper Engineering Machine Fault Diagnosis Techniques Open access

Marios Kefalas, Bas van Stein, Mitra Baratchi, Asteris Apostolidis, Thomas Bäck

4

citations
Evolutionary Optimization Strategy for Indoor Position Estimation Using Smartphones
2021 Electronics article Engineering Indoor and Outdoor Localization Technologies Open access

Jan Grottke, Jörg Blankenbach

11

citations
Optimization-Based Scenario Space Sampling for Performance Boundary Estimation of Driver Reference Models
2025 IEEE International Automated Vehicle Validation Conference (IAVVC) conference-paper Engineering Autonomous Vehicle Technology and Safety

Jobst Beckmann, Jannes Dirksen, Lutz Eckstein

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
Comment on acp-2021-955
2022 peer-review Environmental Science Atmospheric and Environmental Gas Dynamics Open access

John R. Worden, Daniel Cusworth, Zhen Qu, Yi Yin, Yuzhong Zhang, A. Anthony Bloom, +7 more

0

citations
Comment on acp-2021-955
2022 peer-review Environmental Science Atmospheric and Environmental Gas Dynamics Open access

John R. Worden, Daniel Cusworth, Zhen Qu, Yi Yin, Yuzhong Zhang, A. Anthony Bloom, +7 more

0

citations
Bayesian linear inverse problems in regularity scales
2020 Annales de l Institut Henri Poincaré Probabilités et Statistiques article Mathematics Numerical methods in inverse problems Open access

Shota Gugushvili

10

citations
Integrated Methane Inversion (IMI 1.0): a user-friendly, cloud-based facility for inferring high-resolution methane emissions from TROPOMI satellite observations
2022 Geoscientific model development article Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Daniel J. Varon, Daniel J. Jacob, Melissa Payer Sulprizio, Lucas Estrada, Lu Shen, Sarah E. Hancock, +7 more

64

citations
Integrated Methane Inversion (IMI 1.0): A user-friendly, cloud-based facility for inferring high-resolution methane emissions from TROPOMI satellite observations
2022 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Daniel J. Varon, Daniel J. Jacob, Melissa Payer Sulprizio, Lucas Estrada, Lu Shen, Sarah E. Hancock, +7 more

9

citations
Comment on gmd-2022-45
2022 peer-review Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Daniel J. Varon, Daniel J. Jacob, Melissa Sulprizio, Lucas Estrada, Lu Shen, Sarah E. Hancock, +8 more

0

citations
Comment on gmd-2022-45
2022 peer-review Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Daniel J. Varon, Daniel J. Jacob, Melissa Payer Sulprizio, Lucas Estrada, Lu Shen, Sarah E. Hancock, +7 more

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
Verifying Methane Inventories and Trends With Atmospheric Methane Data
2023 AGU Advances article Environmental Science Atmospheric and Environmental Gas Dynamics Open access

John R. Worden, Sudhanshu Pandey, Yuzhong Zhang, Daniel Cusworth, Zhen Qu, A. Anthony Bloom, +7 more

21

citations
Verifying Methane Inventories and Trends With Atmospheric Methane Data
2023 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

John R. Worden, Sudhanshu Pandey, Yuzhong Zhang, Daniel Cusworth, Zhen Qu, A. Anthony Bloom, +7 more

1

citations
BayeSQP: Bayesian Optimization through Sequential Quadratic Programming
2026 RWTH Publications (RWTH Aachen) article Decision Sciences Advanced Bandit Algorithms Research Open access

Paul Brunzema, Sebastian Trimpe

0

citations
BayeSQP: Bayesian Optimization through Sequential Quadratic Programming
2026 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Paul Brunzema, Sebastian Trimpe

0

citations
Robust Parametrization of a Model Predictive Controller for a CNC Machining Center Using Bayesian Optimization
2020 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Muzaffer Ay, Dirk Abel

25

citations
Multi-Objective Bayesian Optimization of Dual-Phase Steel Microstructures for Minimal Damage Initiation
2026 Key engineering materials article Engineering Microstructure and Mechanical Properties of Steels Open access

Niklas C. Fehlemann, Maximilian Hribsek, Sebastian Münstermann

0

citations
Model-driven software development and verification solutions for safety critical battery management systems : a quantitative evaluation of probabilistic inference & artificial intelligence methods
2020 RWTH Publications (RWTH Aachen) book Engineering Advanced Battery Technologies Research Open access

Christian Fleischer

0

citations
Why we should sample sparsely and aim for a higher target: Lessons from model‐based therapeutic drug monitoring of vancomycin in intensive care patients
2020 British Journal of Clinical Pharmacology article Medicine Antibiotics Pharmacokinetics and Efficacy Open access

Tingjie Guo, Reinier M. van Hest, Lucas M. Fleuren, Luca F. Roggeveen, Rob J. Bosman, Peter H. J. van der Voort, +4 more

7

citations
Deterministic global and hierarchical optimization for experimental design
2025 RWTH Publications (RWTH Aachen) dissertation Mathematics Advanced Optimization Algorithms Research Open access

Daniel Jungen

1

citations