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Papers matching “prediction model performance” 334

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Water, ethanol, or methanol for adsorption chillers? Model-based performance prediction from Infrared-Large-Temperature-Jump experiments
2023 Applied Thermal Engineering article Engineering Adsorption and Cooling Systems Open access

Matthias Henninger, Mirko Engelpracht, Daniel Tuchlinski, André Bardow, Jan Seiler

12

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

36

citations
Pavement performance spatio-temporal prediction based on multi-stage deep learning approach
2025 Road Materials and Pavement Design article Engineering Infrastructure Maintenance and Monitoring

Junzhe Wang, Jinchao Guan, Hossein Nowamooz, Can Jin, Xu Yang, Pengfei Liu

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
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
Surface Roughness Prediction in Hard Turning (Finishing) of 16MnCr5 Using a Model Ensemble Approach
2024 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Jannis Jacob, Markus Meurer, Thomas Bergs

5

citations
Prediction of Fan Array Performance with Polynomial and Support Vector Regression Models
2024 International Journal of Turbomachinery Propulsion and Power article Engineering Building Energy and Comfort Optimization Open access

Philipp Ostmann, Martin Rätz, Martin Kremer, Dirk Müller

1

citations
Deformation Prediction of Unstable Slopes Based on Real-Time Monitoring and DeepAR Model
2020 Sensors article Engineering Geotechnical Engineering and Analysis Open access cited by 1 patent

Mei Dong, Hui Hu, Rafig Azzam, Liang Zhang, Zengrong Zheng, Xiaonan Gong

49

citations
Combining adaptive and heat balance models for thermal sensation prediction: A new approach towards a theory and data‐driven adaptive thermal heat balance model
2022 Indoor Air article Engineering Building Energy and Comfort Optimization Open access

Marcel Schweiker

29

citations
Sealing performance analysis of flexible joints in immersed tunnels: Integrating percolation theory with a magnification-based contact model
2026 Applied Ocean Research article Engineering Geotechnical Engineering and Underground Structures Open access

Hang Yu, Chao Peng, Felix Justin Fischer, Katharina Schmitz, Xing Huang

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
Systematic analysis of non-intrusive polynomial chaos expansion to determine rotary blood pump performance over the entire operating range
2023 Computers in Biology and Medicine article Engineering Mechanical Circulatory Support Devices Open access

Christopher Blum, Ulrich Steinseifer, Michael Neidlin

5

citations
How Internet of Things can influence the sustainability performance of logistics industries – A Chinese case study
2023 Cleaner Logistics and Supply Chain article Engineering Transport and Logistics Innovations Open access

Suiting Ding, Hauke Ward, Arnold Tukker

47

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
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
Outcomes and prediction of mortality in patients requiring prolonged veno-arterial extracorporeal membrane oxygenation support in the PRECISE-ECLS observational study
2026 Critical Care article Engineering Mechanical Circulatory Support Devices Open access

Lara C. A. Pladet, Kim Luijken, Myrthe P. J. van Steenwijk, Atreyu van Esch, Jacinta J. Maas, Dinís Dos Reis Miranda, +10 more

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
Cross‐Scale Study of DP780 Steel: From Crystal Plasticity Modeling to Failure and Formability Prediction
2025 steel research international article Engineering Microstructure and Mechanical Properties of Steels Open access

Zhenrong Jiang, Fuhui Shen, Berk Tekkaya, Sebastian Münstermann

3

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
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
Effect of Friction Modelling on Damage Prediction in Deep Drawing Simulations of Rotationally Symmetric Cups
2022 Defect and diffusion forum/Diffusion and defect data, solid state data. Part A, Defect and diffusion forum article Engineering Metal Forming Simulation Techniques Open access

Matthias Nick, Herman Voigts, Ingo Felix Weiser, Tim Herrig, Thomas Bergs

2

citations
Advancing TBM Performance: Integrating Shield Friction Analysis and Machine Learning in Geotechnical Engineering
2024 Geotechnics article Engineering Tunneling and Rock Mechanics Open access

Marcel Schlicke, Helmut Wannenmacher, Konrad Nübel

4

citations
Uncertainty-Aware Model Predictive Control for Residential Buildings Participating in Intraday Markets
2022 IEEE Access article Engineering Smart Grid Energy Management Open access

Wilbert Rey D. Tarnate, Ferdinanda Ponci, Antonello Monti

8

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
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