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Papers matching “prediction model performance” 42

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Water, Ethanol, or Methanol for Adsorption Chillers? Model-Based Performance Prediction from Infrared‑Large-Temperature-Jump Experiments for Chilling Above and Below 0 °C
2023 SSRN Electronic Journal preprint Engineering Adsorption and Cooling Systems Open access

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

0

citations
X-ray Image Generation as a Method of Performance Prediction for Real-Time Inspection: a Case Study
2024 arXiv (Cornell University) preprint Engineering Non-Destructive Testing Techniques Open access

Vladyslav Andriiashen, Robert van Liere, Tristan van Leeuwen, Kees Joost Batenburg

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
MambaCSP: Hybrid-Attention State Space Models for Hardware-Efficient Channel State Prediction
2026 arXiv (Cornell University) preprint Engineering Advanced Wireless Communication Techniques Open access

Aladin Djuhera, Haris Gacanin, Holger Boche

0

citations
Iterative Model-Learning Scheme via Gaussian Processes for Nonlinear Model Predictive Control of (Semi-)Batch Processes
2026 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Tai Xuan Tan, Alexander Mitsos, Eike Cramer

0

citations
FFT-based surrogate modeling of auxetic metamaterials with real-time prediction of effective elastic properties and swift inverse design
2024 arXiv (Cornell University) preprint Engineering Cellular and Composite Structures Open access

Hooman Danesh, Daniele Di Lorenzo, Francisco Chinesta, Stefanie Reese, Tim Brepols

0

citations
Deep Learning based Model Predictive Control for Compression Ignition Engines
2022 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Saeid Shahpouri, Alexander Winkler, Eugen Nuss, Dirk Abel, Jakob Andert, +2 more

3

citations
A data-driven microscopic on-ramp model based on macroscopic network flows
2023 RWTH Publications (RWTH Aachen) preprint Engineering Traffic control and management Open access

Niklas Kolbe, Moritz Berghaus, Eszter Kalló, Michaël Herty, Markus Oeser

0

citations
Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines
2022 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Saeid Shahpouri, Alexander Winkler, Eugen Nuss

0

citations
Model Predictive Control for Charging Management considering Mobile Charging Robots
2025 Preprints.org preprint Engineering Electric Vehicles and Infrastructure Open access

Max Faßbender, Nicolas Rößler, Christoph Wellmann, Markus Eisenbarth, Jakob Andert

1

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
Bi-phasic lithiation/delithiation dynamics in Li-ion batteries: application of the Smoothed Boundary Method in the phase field model
2024 arXiv (Cornell University) preprint Engineering Advancements in Battery Materials Open access

Arnaud Demortière, G. Boussinot

0

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
An accelerated thrombosis model for computational fluid dynamics simulations in rotary blood pumps
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Engineering Mechanical Circulatory Support Devices Open access

Christopher Blum, Sascha Groß‐Hardt, Ulrich Steinseifer, Michael Neidlin

3

citations
[Preprint] Failure Mode and Effect Analysis of AI-models in Industrial Defect Analysis
2025 Publication Server of FIR e. V. an der RWTH Aachen preprint Engineering Fault Detection and Control Systems Open access

Stefan Kokorski, Richard Hinterthan, Regina Schrank

0

citations
Data-driven discovery of small electroactive molecules for energy storage in aqueous redox flow batteries
2021 preprint Engineering Advanced battery technologies research Open access

Qi Zhang, Abhishek Khetan, Elif Sorkun, Fang Niu, Andrea Loss, Ilaria Pucher, +1 more

2

citations
Data-driven discovery of small electroactive molecules for energy storage in aqueous redox flow batteries
2021 ChemRxiv preprint Engineering Advanced battery technologies research Open access

Qi Zhang, Abhishek Khetan, Elif Sorkun, Fang Niu, Andrea Loss, Ilaria Pucher, +1 more

0

citations
Comparison of HiL Control Methods for Wind Turbine System Test Benches
2020 preprint Engineering Real-time simulation and control systems Open access

Lennard Kaven, Christian Leisten, Maximilian Basler, Moritz Schlösser, Uwe Jassmann, Dirk Abel

1

citations
Synthetic Data Generation for AI-Informed End-of-Line Testing for Lithium-Ion Battery Production
2025 Preprints.org preprint Engineering Advanced Battery Technologies Research Open access

Tessa Krause, Daniel Nusko, Johannes Rittmann, Luciana Pitta Bauermann, Moritz Kroll, Carlo Holly

3

citations
Finding the Right TEMPO: Multi-Objective Virtual Screening and Experimental Validation of TEMPO Derivatives for Aqueous Redox Flow Battery Catholytes
2026 ChemRxiv preprint Engineering Advanced battery technologies research Open access

Daniel Willimetz, Žak Ruben Šinkovec, Jan Hamaekers, Alexei A. Lapkin, Abhishek Khetan

0

citations
A causal perspective on Machine Learning for concrete quality predictions and data-driven mixture optimization
2026 Zenodo (CERN European Organization for Nuclear Research) preprint Engineering Concrete and Cement Materials Research Open access

Thorsten Kalb, Anil Esen, Elsa Qoku, Thomas Matschei, Chiara Masiero, Gian Antonio Susto

0

citations
Deep Learning and Conventional Machine Learning for Image-Based in-Situ Fault Detection During Laser Welding: A Comparative Study
2021 Preprints.org preprint Engineering Industrial Vision Systems and Defect Detection Open access

Christian Knaak, Moritz Kröger, Frederic Schulze, Arnold Gillner

4

citations
Predicting Fluid Flow Regime, Permeability, and Diffusivity in Mudrocks from Multiscale Pore Characterisation
2021 preprint Engineering Hydrocarbon exploration and reservoir analysis Open access

Amirsaman Rezaeyan, Vitaliy Pipich, Jingsheng Ma, L. Leu, Timo Seemann, Gernot Rother, +2 more

0

citations
End-to-End Reinforcement Learning of Koopman Models for eNMPC of an Air Separation Unit
2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Kayra Dernek, Laura Lang, Alexander Mitsos, Manuel Dahmen

0

citations
Moment-Driven Predictive Control of Mean-Field Collective Dynamics
2021 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Giacomo Albi, Michaël Herty, Dante Kalise, Chiara Segala

2

citations