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Papers matching “regression models” 198

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Online Model Adaptation in Cold Rolling for Improvement of Thickness Precision
2020 IFAC-PapersOnLine article Engineering Control Systems and Identification Open access

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

7

citations
Time-Series Analysis and Forecasting of Power Consumption using Gaussian Process Regression
2021 International Conference on Smart Energy Systems and Technologies (SEST) conference-paper Engineering Energy Load and Power Forecasting

Marcel Zimmer, Thiemo Pesch, Andrea Benigni

1

citations
ESAFORM Benchmark 2025: predicting stainless steel PBF-LB part density using statistical, data-driven, and physics-informed machine learning models derived from process parameters and in-situ monitoring data
2026 International Journal of Material Forming article Engineering Additive Manufacturing Materials and Processes Open access cited by 1 patent

Medad C.C. Monu, Éanna McCarthy, Abhilash Puthanveettil Madathil, Josiah Cherian Chekotu, Irina Ilic, Merve Nur Doğu, +14 more

4

citations
Grinding optimization using nondestructive testing (NDT) and empirical models
2024 Machining Science and Technology article Engineering Advanced machining processes and optimization Open access

Arttu Heininen, Suvi Santa-aho, Jannik Röttger, Pasi Julkunen, Kari Tapio Koskinen

4

citations
Prognostic models for mortality risk in patients requiring ECMO
2023 Intensive Care Medicine article Engineering Mechanical Circulatory Support Devices Open access

Lara C. A. Pladet, Jaimie M. M. Barten, Lisette M. Vernooij, Carlos V. Elzo Kraemer, Jeroen J. H. Bunge, Erik Scholten, +5 more

72

citations
Evaluation of Data Enhanced Model Predictive Control for a Coupled Tank System
2023 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Engineering Advanced Control Systems Optimization

Dominik Scheurenberg, Sebastian Stemmler, Dirk Abel

4

citations
A Grey Box Distributed Parameter Model for a Continuous Vibrated Fluidized Bed Dryer in Pharmaceutical Manufacturing
2020 European Control Conference (ECC) conference-paper Engineering Granular flow and fluidized beds

Ahmed Elkhashap, Robin Meier, Dirk Abel

8

citations
Severe Fault Diagnosis in Digitized District Heating Network Substations: A Machine Learning Regression Approach
2024 conference-paper Engineering Fault Detection and Control Systems

Martin Rätz, Rita Streblow, Dirk Müller

2

citations
Uncertainty Weighted Distribution of Relaxation Time Analysis of Battery Impedance Spectra Using Gaussian Process Regression for Noise Estimation
2023 ECS Meeting Abstracts conference-abstract Engineering Advanced Battery Technologies Research

Limei Jin, Franz Philipp Bereck, Rüdiger‐A. Eichel, Christoph Scheurer, Josef Granwehr

2

citations
Model-based Control of the Strip Roughness in Cold Rolling
2021 IFAC-PapersOnLine article Engineering Industrial Technology and Control Systems Open access

Christopher Schulte, Xinyang Li, Dirk Abel, Gerhard Hirt

9

citations
High Precision Thickness Control in a Cold Rolling Mill using a Non-Linear Roll Stand Deflection Model
2021 European Control Conference (ECC) conference-paper Engineering Control Systems and Identification

Christopher Schulte, Xinyang Li, Dirk Abel, Gerhard Hirt

5

citations
An improved model combining machine learning and Kalman filtering architecture for state of charge estimation of lithium-ion batteries
2024 Green Energy and Intelligent Transportation article Engineering Advanced Battery Technologies Research Open access

Yan Li, Min Ye, Qiao Wang, Gaoqi Lian, Baozhou Xia

72

citations
Singularity-Avoidance Control of Robotic Systems with Model Mismatch and Actuator Constraints
2024 arXiv (Cornell University) preprint Engineering Adaptive Control of Nonlinear Systems Open access

Mingkun Wu, Alisa Rupenyan, Burkhard J. Corves

0

citations
Rediscovering Hyperelasticity by Deep Symbolic Regression
2026 International Journal for Numerical Methods in Engineering article Engineering Elasticity and Material Modeling Open access

Rasul Abdusalamov, M. Itskov

3

citations
Rediscovering the Mullins effect with deep symbolic regression
2024 International Journal of Plasticity article Engineering Elasticity and Material Modeling Open access

Rasul Abdusalamov, Jendrik Weise, Mikhail Itskov

26

citations
Actuation response model from sparse data for wall turbulence drag reduction
2020 Physical Review Fluids article Engineering Fluid Dynamics and Turbulent Flows Open access

Daniel Fernex, Richard Semaan, Marian Albers, Pascal S. Meysonnat, Wolfgang Schröder, Bernd R. Noack

25

citations
DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering Autonomous Vehicle Technology and Safety

Dan Ping Jia, Alexander Hermans, Bastian Leibe

49

citations
Accessing Structural, Electronic, Transport and Mesoscale Properties of Li-GICs via a Complete DFTB Model with Machine-Learned Repulsion Potential
2021 Materials article Engineering Advancements in Battery Materials Open access

Simon Anniés, Chiara Panosetti, Dario Mauth, Christiane Rahe, Christoph Scheurer

11

citations
Is NMR Combined with Multivariate Regression Applicable for the Molecular Weight Determination of Randomly Cross-Linked Polymers Such as Lignin?
2021 ACS Omega article Engineering Lignin and Wood Chemistry Open access

René Burger, Jessica Rumpf, Xuan Tung Do, Yulia Borisovna Monakhova, Bernd W. K. Diehl, Matthias Rehahn, +1 more

8

citations
Data-driven modeling of single-sided bottom-hung window ventilation
2025 Building and Environment article Engineering Building Energy and Comfort Optimization Open access

0

citations
Hyperelastic material modelling using symbolic regression
2023 PAMM article Engineering Elasticity and Material Modeling Open access

Rasul Abdusalamov, Markus Hillgärtner, Mikhail Itskov

7

citations
Data-driven surrogate modeling for performance prediction and sensitivity analysis of transport properties in proton exchange membrane water electrolyzers
2025 Applied Energy article Engineering Fuel Cells and Related Materials Open access

K. Ashoke Raman, Linus Hammacher, Hans Kungl, André Karl, Eva Jodat, Rüdiger‐A. Eichel, +1 more

33

citations
Data-driven indirect punch wear monitoring in sheet-metal stamping processes
2023 Journal of Intelligent Manufacturing article Engineering Advanced machining processes and optimization Open access

Martin Unterberg, Marco Becker, Philipp Niemietz, Thomas Bergs

22

citations
A multivariate regression parametric study on DEM input parameters of free-flowing and cohesive powders with experimental data-based validation
2020 Computational Particle Mechanics article Engineering Granular flow and fluidized beds Open access

Bilal El-Kassem, Nizar Salloum, Thomas Brinz, Yousef Heider, Bernd A. Markert

35

citations
Towards Accurate Size Predictions of Magnetic Nanoparticles Using Support Vector Regression
2025 conference-paper Engineering Characterization and Applications of Magnetic Nanoparticles Open access

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

0

citations