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Papers matching “prediction model evaluation” 397

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An extended multi-model regression approach for compressive strength prediction and optimization of a concrete mixture
2022 Construction and Building Materials article Engineering Concrete and Cement Materials Research

Seyed Arman Taghizadeh Motlagh

24

citations
Evaluation of healing models to predict the weld line strength of the amorphous thermoplastic polystyrene by injection molding simulation
2020 Polymer Engineering and Science article Engineering Injection Molding Process and Properties Open access

Jakob Onken, Sascha Verwaayen, Christian Hopmann

12

citations
Performance evaluation of cross-environment learning strategies for beam prediction in millimeter-wave networks
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

Jan Bjarne Schaper

0

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

Seyed Arman Taghizadeh Motlagh

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
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
Spatiotemporal prediction of maritime traffic based on hybrid SATM-ConvLSTM model in inland rivers
2026 Ocean & Coastal Management article Engineering Maritime Navigation and Safety Open access

Tianming Wei, Jingxian Liu, Zhengyuan Liu, Lan Song

0

citations
Review, Evaluation and Application of Condensing Algorithms for Model Predictive Control based on a First-Order Method
2023 European Control Conference (ECC) conference-paper Engineering Advanced Control Systems Optimization

Lukas Schmitt, Niklas Nickig, Matthias Bähr, Sönke Gößling, Dirk Abel

1

citations
A data-driven flow loss prediction model for the blade hub region of a boundary layer ingestion fan rotor
2023 International Journal of Numerical Methods for Heat &amp Fluid Flow article Engineering Turbomachinery Performance and Optimization

Hanan Lu, Xizhen Song, Tianyu Pan, Zhe Yang, Jian Zhang, Qiushi Li

3

citations
Design and Practical Evaluation of Robust Model Predictive Wind Turbine Control
2025 Wind Energy article Engineering Wind Turbine Control Systems Open access

Andreas Klein, Thorben Wintermeyer‐Kallen, János Zierath, Kevin Kluge, Dirk Abel, Heike Vallery, +1 more

5

citations
Design and practical evaluation of robust model predictive wind turbine control
2024 preprint Engineering Wind Turbine Control Systems Open access

Andreas Klein, Thorben Wintermeyer‐Kallen, János Zierath, Kevin Kluge, Dirk Abel, Heike Vallery, +1 more

0

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
Model-Based prediction of linearized stiffness and damping values for bolted joints
2025 Forschung im Ingenieurwesen article Engineering Vehicle Noise and Vibration Control Open access

Rasim Dalkiz, Georg Jacobs, Gregor Höpfner, Stefan Wischmann

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 Iron and Steelmaking Processes Open access

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

18

citations
Model Predictive Control for Fast Frequency Control in Hybrid Renewable Plants: Increasing Robustness Through Enhanced Model Observability
2026 IEEE Open Journal of Industry Applications article Engineering Microgrid Control and Optimization Open access

Tobias Heins, Mirko Ginocchi, Antonello Monti

0

citations
Benchmarking five physics-guided machine learning approaches for model predictive control in building energy systems
2026 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access

Patrick Henkel, Martin Rätz, Dirk Müller

0

citations
Dielectric model of asphalt pavement materials towards the future electrified road
2023 Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences article Engineering Asphalt Pavement Performance Evaluation Open access

Dawei Wang, Chengsen Ye, Haotian Lv, Luopei Meng, Fujiao Tang, Yaowei Ni, +1 more

12

citations
Automated geological model updates during TBM operation – An approach based on probabilistic machine learning concepts
2022 Geomechanics and Tunnelling article Engineering Tunneling and Rock Mechanics

Florian Wellmann, Florian Amann, Miguel de la Varga, Nils Chudalla

4

citations
A Combustion Model Validation Framework for Turbulent Premixed Hydrogen-Air Flames Utilizing OpenFOAM
2026 Flow Turbulence and Combustion article Engineering Combustion and flame dynamics Open access

S. Nerzak, Ludovico Nista, Marco Vivenzo, Michael Gauding, Heinz G. Pitsch

1

citations
Spatial Link Prediction: Learning topological relationships in MEP systems
2025 Advanced Engineering Informatics article Engineering BIM and Construction Integration Open access

Christoph Emunds, Jérôme Frisch, Christoph van Treeck

6

citations
Poster Abstract: The Accuracy Paradox in Data-Driven Model Predictive Control
2026 ACM Sustainability Week conference-paper Engineering Building Energy and Comfort Optimization Open access

Martin Rätz, Dirk Müller

2

citations
Long Short-Term Memory to Predict the Quality Parameters in the Hot Rolling Process
2026 Key engineering materials article Engineering Metallurgy and Material Forming Open access

Tamoghna Majumder, Nilesh Thakare, Holger Brüggemann, Emad Scharifi, Junhe Lian

0

citations
Systematic evaluation of TabPFN-TS and Chronos-2 for zero-shot heat load forecasting in district heating networks
2026 Energy and AI article Engineering Integrated Energy Systems Optimization Open access

Ben Spoek, Karim Ben Hicham, K Derzsi, Philipp Althaus, Alexander Mitsos, Dirk Müller

0

citations
Evaluation of Design Procedure and Performance of Continuously Reinforced Concrete Pavement According to AASHTO Design Methods
2022 Materials article Engineering Asphalt Pavement Performance Evaluation Open access

Milad Moharekpour, Pengfei Liu, Markus Oeser, Ruxin Jing

16

citations
Interpretable weld quality prediction in ultrasonic metal welding using change point detection
2026 Discover Mechanical Engineering article Engineering Advanced Welding Techniques Analysis Open access

Oliver Stockemer, Eric Helfers, Elson Pinto, Alexander Schiebahn, Uwe Reisgen, Burkhard Corves

1

citations