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Papers matching “regression models” 835

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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
Standardized Non-Intrusive Reduced Order Modeling Using Different Regression Models With Application to Complex Flow Problems
2020 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Arturs Bērziņš, Jan Helmig, Fabian Key, Stefanie Elgeti

15

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
Automatic generation of interpretable hyperelastic material models by symbolic regression
2022 arXiv (Cornell University) preprint Chemical Engineering Rheology and Fluid Dynamics Studies Open access

Rasul Abdusalamov, Markus Hillgärtner, Mikhail Itskov

0

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
Navigating predictions at nanoscale: a comprehensive study of regression models in magnetic nanoparticle synthesis
2024 Journal of Materials Chemistry B article Materials Science Machine Learning in Materials Science Open access

Lukas Glänzer, Lennart Göpfert, Thomas Schmitz‐Rode, Ioana Slabu

5

citations
The Bigger Fish: A Comparison of Meta-Learning QSAR Models on Low-Resourced Aquatic Toxicity Regression Tasks
2023 Environmental Science & Technology article Computer Science Computational Drug Discovery Methods Open access

Thalea Schlender, Markus Viljanen, Jan N. van Rijn, Felix Mohr, Willie J.G.M. Peijnenburg, Holger H. Hoos, +2 more

42

citations
Factorized Structured Regression for Large-Scale Varying Coefficient Models
2022 arXiv (Cornell University) preprint Computer Science Machine Learning and ELM Open access

David Rügamer, Andreas Bender, Simon Wiegrebe, Daniel Racek, Bernd Bischl, Christian L. Müller, +1 more

1

citations
Scalable Gaussian Process Regression via Deterministic Trigonometric Features: Uniform Bounds for Safe Model Predictive Control
2026 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Julius Jagdt, Johanna Menn, Sebastian Trimpe, Melanie N. Zeilinger, Anna Scampicchio

0

citations
Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data Modalities
2020 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

David Rügamer, Chris Kolb, Nadja Klein

2

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
Bootstrap based goodness-of-fit tests for binary multivariate regression models
2021 Journal of the Korean Statistical Society article Mathematics Statistical Methods and Inference Open access

Mareike van Heel, Gerhard Dikta, Roel Braekers

6

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
Dealing with adverse drug reactions in the context of polypharmacy using regression models
2024 Scientific Reports article Pharmacology, Toxicology and Pharmaceutics Pharmacovigilance and Adverse Drug Reactions Open access

Roberto Viviani, Justyna Wozniak, Julia Stingl, Katja Susanne Just

5

citations
Analysis of the package diameter in winding processes by image analysis and a linear regression model
2022 Journal of Engineered Fibers and Fabrics article Materials Science Textile materials and evaluations Open access

Simone Gramsch, Erik Gordon Bell, Ali Moghiseh, Andre Schmeißer

2

citations
A Gaussian Process Regression IV Model for PV Outdoor Data
2025 Progress in Photovoltaics Research and Applications article Computer Science Solar Radiation and Photovoltaics Open access

Timon S. Vaas, Bart Elger Pieters, Evgenii Sovetkin, Andreas Gerber, Uwe Rau

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
Factorized Structured Regression for Large-Scale Varying Coefficient Models
2023 Lecture notes in computer science conference-paper Computer Science Recommender Systems and Techniques

David Rügamer, Andreas Bender, Simon Wiegrebe, Daniel Racek, Bernd Bischl, Christian L. Müller, +1 more

1

citations
Animal models in preclinical metastatic breast cancer immunotherapy research: A systematic review and meta-analysis of efficacy outcomes
2025 PLoS ONE review Medicine Cancer Cells and Metastasis Open access

Yalda Mirzaei, Martina Hüffel, Sarah McCann, Alexandra Bannach‐Brown, Rene Hany Tolba, Julia Steitz

1

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
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 Biochemistry, Genetics and Molecular Biology Angiogenesis and VEGF in Cancer Open access

Rasika Daware, Marcelo A. Szymanski de Toledo, Oskar Weber, Dimitris Kapsokalyvas, Twan Lammers, Horst Fischer, +2 more

0

citations