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Papers matching “regression models” 180

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Model-Based Estimation of the Strength of Laser-Based Plastic-Metal Joints Using Finite Element Microstructure Models and Regression Models
2021 Materials article Engineering Mechanical Engineering and Vibrations Research Open access

Julius Moritz Berges, Kira van der Straeten, Georg Jacobs, Joerg Berroth, Arnold Gillner

3

citations
Real-life data-driven model predictive control for building energy systems comparing different machine learning models
2024 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Max Berktold, Dirk Müller

71

citations
Automatic generation of interpretable hyperelastic material models by symbolic regression
2023 International Journal for Numerical Methods in Engineering article Engineering Elasticity and Material Modeling Open access

Rasul Abdusalamov, Markus Hillgärtner, Mikhail Itskov

54

citations
Real-Life Data-Driven Model Predictive Control for Building Energy Systems Comparing Different Machine Learning Models
2023 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Max Berktold, Dirk Müller

3

citations
An Extended Multi-Model Regression Approach for Compressive Strength Prediction and Optimization of a Concrete Mixture
2021 arXiv (Cornell University) preprint Engineering Infrastructure Maintenance and Monitoring Open access

Seyed Arman Taghizadeh Motlagh

0

citations
AutoMoG: Automated data-driven Model Generation of multi-energy systems using piecewise-linear regression
2020 Computers & Chemical Engineering article Engineering Advanced Battery Technologies Research Open access

Andreas Kämper, Ludger Leenders, Björn Bahl, André Bardow

15

citations
Prediction of Fan Array Performance with Polynomial and Support Vector Regression Models
2024 International Journal of Turbomachinery Propulsion and Power article Engineering Aerodynamics and Acoustics in Jet Flows Open access

Philipp Ostmann, Martin Rätz, Martin Kremer, Dirk Müller

1

citations
Allogeneic Immune Cell Perfusion Inhibits the Growth of Vascularized 3D In Vitro Tumor Models, Induces Vascular Regression and Desmoplasia, but Promotes Tumor Cell Invasion
2026 Advanced Science article Engineering 3D Printing in Biomedical Research Open access

Rasika Daware, Marcelo A. S. Toledo, Oskar Weber, Dimitrios Kapsokalyvas, Twan Lammers, Horst Fischer, +2 more

0

citations
Hybrid Thermal Error Compensation Combining Integrated Deformation Sensor and Regression Analysis Based Models for Complex Machine Tool Designs
2023 Lecture notes in production engineering conference-paper Engineering Advanced Measurement and Metrology Techniques Open access

Christian Naumann, Andreas Naumann, Nico Bertaggia, Alexander Geist, Janine Glänzel, Roland Herzog, +3 more

7

citations
Optimization strategy for coupled battery system design models using Gaussian Process Regression and Classification
2022 Journal of Energy Storage article Engineering Advanced Battery Technologies Research

Alexander Epp, Johannes Christofer Hahn, Dirk Uwe Sauer

7

citations
Learning Battery Model Parameter Dynamics From Data With Recursive Gaussian Process Regression
2025 Journal of Dynamic Systems Measurement and Control article Engineering Fault Detection and Control Systems Open access

Antti Aitio, Dominik Jöst, Dirk Uwe Sauer, David A. Howey

15

citations
Development of a machine learning-based surrogate model for friction prediction in textured journal bearings
2024 Friction article Engineering Tribology and Lubrication Engineering Open access

Yujun Wang, Georg Jacobs, Shuo Zhang, Benjamin Klinghart, Florian König

11

citations
Statistical investigation of temperature-dependent cycle lifetime and cell-to-cell variance in lithium-ion batteries: A model-based approach
2024 Journal of Power Sources article Engineering Advanced Battery Technologies Research Open access

Nikolay Ivanov Nikolov, Ahmed Chahbaz, Felix Emil Arthur Hildenbrand, Maria Kateri, Dirk Uwe Sauer

13

citations
Model-based prediction of normal contact stiffness values for bolted joints
2026 Engineering Research article Engineering Bladed Disk Vibration Dynamics Open access

Rasim Dalkiz, Esmaeil Nouri Zamanabadi, Georg Jacobs, Stefan Wischmann

0

citations
Data-driven prediction of postoperative clinical outcome using the Neurologic Assessment in Neuro-Oncology (NANO) score in glioblastoma patients - the clinical usefulness of a black-box model
2021 Brain and Spine article Engineering Medical Imaging and Analysis Open access

Julius M. Kernbach, Jonas Ort, Karlijn Hakvoort, Georg Neuloh, Hans Clusmann, Daniel Delev

0

citations
Regression-based hub load calculation of a tidal turbine with blade root sensor data
2025 Proceedings of the ... European Wave and Tidal Energy Conference conference-paper Engineering Hydraulic and Pneumatic Systems

Jakob Roth, Georg Jacobs, Julian Röder, Maximilian Zweiffel, T.C. Bauer, Lindsey Amos

1

citations
Application and Evaluation of Mathematical Models for Prediction of the Electric Energy Demand Using Plant Data of Five Industrial-Size EAFs
2021 Metals article Engineering Metallurgical Processes and Thermodynamics Open access

Alexander Reimann, Thomas Hay, Thomas Echterhof, Marcus Kirschen, Herbert Pfeifer

18

citations
Let's talk scalability: The current status of multi-domain thermal comfort models as support tools for the design of office buildings (Dataset)
2023 TU/e Research Portal dataset Engineering Building Energy and Comfort Optimization Open access

Eugene Mamulova, Marcel G. L. C. Loomans, Roel Loonen, Marcel Schweiker, H.S.M. Kort

0

citations
Let's talk scalability: The current status of multi-domain thermal comfort models as support tools for the design of office buildings (Dataset v1.2.1)
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Building Energy and Comfort Optimization Open access

Eugene Mamulova, Marcel G. L. C. Loomans, Roel Loonen, Marcel Schweiker, H.S.M. Kort

1

citations
Let's talk scalability: The current status of multi-domain thermal comfort models as support tools for the design of office buildings (Dataset v1.2.0)
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Building Energy and Comfort Optimization Open access

Eugene Mamulova, Marcel G. L. C. Loomans, Roel Loonen, Marcel Schweiker, H.S.M. Kort

0

citations
Let's talk scalability: The current status of multi-domain thermal comfort models as support tools for the design of office buildings (Dataset v1.2.1)
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Building Energy and Comfort Optimization Open access

Eugene Mamulova, Marcel G. L. C. Loomans, Roel Loonen, Marcel Schweiker, H.S.M. Kort

0

citations
Regression-based Main Bearing Load Estimation
2023 preprint Engineering Gear and Bearing Dynamics Analysis Open access

Amin Loriemi, Georg Jacobs, Vitali Züch, Timm Jakobs, Dennis Bosse

0

citations
Multi-Domain Thermal Comfort Models for Office Buildings: Are Current Practices Scalable? (Dataset)
2022 TU/e Research Portal dataset Engineering Building Energy and Comfort Optimization Open access

Eugene Mamulova, Marcel G. L. C. Loomans, Roel Loonen, Marcel Schweiker, H.S.M. Kort

0

citations
Part-mass control in injection molding of recycled thermoplastics by learning-enabled model predictive cavity-pressure control
2026 Journal of Process Control article Engineering Injection Molding Process and Properties Open access

Robert Göllinger, Moritz Mascher, Christopher Schulte, Philipp Schubert, Christian Hopmann, Heike Vallery, +1 more

1

citations
Online Model Adaptation in Cold Rolling for Improvement of Thickness Precision
2020 IFAC-PapersOnLine article Engineering Metallurgy and Material Forming Open access

Matthias M. Wehr, Sven Schätzler, Dirk Abel, Gerhard Hirt

7

citations