From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “learning-based optimization” 27

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine
2025 Control Engineering Practice article Engineering Advanced Control Systems Optimization Open access cited by 1 patent

Hossein Mehnatkesh, Alexander Winkler, Edward Sperling, Javad Kheyrollahi, Mahdi Shahbakhti, David C. Gordon, +1 more

15

citations
The Mini Wheelbot: A Testbed for Learning-based Balancing, Flips, and Articulated Driving
2025 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Engineering Control and Dynamics of Mobile Robots Open access

Henrik Hose, Jan Weisgerber, Sebastian Trimpe

3

citations
Machine Learning-Based Dynamic Modeling of Ball Joint Friction for Real-Time Applications
2025 Lubricants article Engineering Vehicle Dynamics and Control Systems Open access

Kai Pfitzer, Lucas Rath, Sebastian Kolmeder, Burkhard J. Corves, Günther Prokop

5

citations
Adaptive Control Strategies for Networked Systems: A Reinforcement Learning-Based Approach
2025 Electronics article Computer Science Reinforcement Learning in Robotics Open access

André Gilerson, Niklas Bünte, Pierre Kehl, Robert Heinrich Schmitt

1

citations
Studying the relationship between window size and other hyperparameters in deep learning-based energy consumption forecasters
2025 RWTH Publications (RWTH Aachen) article Engineering Energy Load and Power Forecasting Open access

0

citations
On factors that influence deep learning-based dose prediction of head and neck tumors
2025 Physics in Medicine and Biology article Physics and Astronomy Advanced Radiotherapy Techniques Open access

Ruochen Gao, Prerak Mody, Chinmay Rao, Frank J. W. M. Dankers, Marius Staring

3

citations
Reinforcement Learning Agent for Multi-Objective Online Process Parameter Optimization of Manufacturing Processes
2025 Applied Sciences article Computer Science Advanced Multi-Objective Optimization Algorithms Open access cited by 1 patent

Akshay Paranjape, Nahid Quader, Lars Uhlmann, Benjamin Berkels, Dominik Wolfschläger, Robert Heinrich Schmitt, +1 more

4

citations
Machine-learning integrated multi-domain co-optimization for electrified heavy duty fleets
2025 eTransportation article Engineering Electric and Hybrid Vehicle Technologies Open access

Christoph Wellmann, Pekka Rahkola, Mikko H. Pihlatie, Abdul Rahman Khaleel, Christopher Marx, Akshay Sharma, +2 more

3

citations
Quantitative single-cell analysis using deep learning based smart live-cell microscopy
2025 RWTH Publications (RWTH Aachen) dissertation Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Johannes Seiffarth

0

citations
Deep Learning for Stock Performance Prediction: A Sharpe Ratio-Optimized Approach
2025 Asia Pacific Economic and Management Review article Decision Sciences Stock Market Forecasting Methods Open access

Thomas Müller

4

citations
Safety in safe Bayesian optimization and its ramifications for control
2025 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Christian Fiedler, Johanna Menn, Sebastian Trimpe

0

citations
Association Between Computed Tomography–Based AI-Derived Body Composition and Survival in Patients With Pancreatic Ductal Adenocarcinoma
2025 The American Journal of Gastroenterology article Medicine Pancreatic and Hepatic Oncology Research Open access

Koen Wijsman, Derk C.F. Klatte, Hani M. Babiker, Aleksander M. Bogdanski, Brandon R. Grossardt, Jeanin Elise van Hooft, +5 more

3

citations
Hybrid Reinforcement Learning and Model Predictive Control for Adaptive Control of Hydrogen-Diesel Dual-Fuel Combustion
2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Julian Bedei, Alexander Winkler, Murray McBain, Charles Robert Koch, David C. Gordon

0

citations
Enhancing artificial vision by integrating machine learning in retinal prosthetics
2025 RWTH Publications (RWTH Aachen) dissertation Neuroscience Neuroscience and Neural Engineering Open access

Yuli Wu

0

citations
Phase-Aware spectral speech enhancement using deep learning techniques
2025 dissertation Computer Science Speech and Audio Processing Open access

Lars Thieling

0

citations
A Real-Time Control Barrier Function-Based Safety Filter for Motion Planning with Arbitrary Road Boundary Constraints
2025 arXiv (Cornell University) preprint Computer Science Robotic Path Planning Algorithms Open access

Jianye Xu, Chang Che, Bassam Alrifaee

0

citations
A Real-Time Control Barrier Function-Based Safety Filter for Motion Planning with Arbitrary Road Boundary Constraints
2025 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Computer Science Robotic Path Planning Algorithms Open access

Jianye Xu, Chang Che, Bassam Alrifaee

0

citations
Latency-Driven Joint Feature Extraction and Resource Allocation for Multi-Task Multi-Access Semantic Communications
2025 IEEE Journal on Selected Areas in Communications article Engineering Advanced Wireless Communication Technologies

Yulin Hu, Xiaopeng Yuan, Anke Schmeink

1

citations
Data imputation methods for intermittent renewable energy sources: Implications for energy system modeling
2025 Energy Conversion and Management article Engineering Integrated Energy Systems Optimization Open access

Claudio Mantuano, Olalekan Omoyele, Maximilian Hoffmann, Jann Michael Weinand, Massimo Panella, Detlef Stolten

21

citations
Handling GNSS-outliers in multisensor state estimation
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Robotics and Sensor-Based Localization Open access

0

citations
A general physics-informed neural network framework for fatigue life prediction of metallic materials
2025 Engineering Fracture Mechanics article Engineering Fatigue and fracture mechanics Open access

Shuwei Zhou, Manuel Henrich, Zhichao Wei, Feng Feng, Bing Yang, Sebastian Münstermann

39

citations
KiDS-Legacy: Angular galaxy clustering from deep surveys with complex selection effects
2025 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Ziang Yan, Angus H. Wright, Nora Elisa Chisari, Christos Georgiou, Shahab Joudaki, Arthur Loureiro, +17 more

8

citations
GBM-Reservoir: Brain tumor (Glioblastoma Multiforme) MRI dataset collection with ground truth segmentation masks
2025 Data in Brief data-paper Neuroscience Brain Tumor Detection and Classification Open access

Naida Solak, André Filipe Ferreira, Gijs Luijten, Behrus Puladi, Victor Alves, Jan Egger

3

citations
Test-Time Adaptation of a Multi-Class Object Localization and Size Estimation Framework for Smart Agriculture Applications
2025 Cognitive Computation article Computer Science Domain Adaptation and Few-Shot Learning Open access

Zixu Liu, Qinhao Wu, Yuan Chai, Huan Yu

0

citations
(Invited) Integrating Multimodal Imaging with Diffusion Models for Advanced Battery Characterization
2025 ECS Meeting Abstracts conference-abstract Engineering Advanced Battery Technologies Research

Thorsten Tegetmeyer-Kleine, Dirk Uwe Sauer, Weihan Li

0

citations