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Papers matching “learning-based optimization” 44

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TokenJSP: Graph Representation Learning Datasets for Job Shop Scheduling
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Scheduling and Optimization Algorithms Open access

Ziya Valiyev, Alexander Nasuta

0

citations
Adaptive Traffic Light Control With Deep Reinforcement Learning: An Evaluation of Traffic Flow and Energy Consumption
2023 IEEE Transactions on Intelligent Transportation Systems article Engineering Traffic control and management

Lucas Koch, Tobias Brinkmann, Marius Wegener, Kevin Badalian, Jakob Andert

24

citations
Compensating Environmental Disturbances in Maritime Path Following Using Deep Reinforcement Learning
2026 Journal of Marine Science and Engineering article Engineering Maritime Navigation and Safety Open access

Björn Krautwig, Dominik Wans, Till Temmen, Tobias Brinkmann, Sung-Yong Lee, Daehyuk Kim, +1 more

1

citations
Toward Robust Quantitative Photoacoustic Tomography via Learned Iterative Methods
2026 IEEE Transactions on Computational Imaging article Engineering Photoacoustic and Ultrasonic Imaging Open access

Janek Gröhl, Felix F. Lucka, Andreas Hauptmann

2

citations
Deep Reinforcement Learning for Cognitive Time-Division Joint SAR and Secure Communications
2026 arXiv (Cornell University) preprint Engineering Wireless Communication Security Techniques Open access

Mohamed-Amine Lahmeri, Ata Khalili, Yujiao Liu, Anke Schmeink, Robert Schober

0

citations
Enhancing BEV Energy Management: Neural Network-Based System Identification for Thermal Control Strategies
2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Advanced Battery Technologies Research

Kai Franke, David Hemkemeyer, Patrick Schutzeich, Lukas Schäfers, Stefan Pischinger

0

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
A Modular End-to-End Sim2Real Pipeline for Object Detection and 6D-Pose Estimation in Robot-based Industrial Assembly
2026 Procedia CIRP article Engineering Robot Manipulation and Learning Open access

Oliver Petrović, Patrick Dohmen, Petar Tesic, Werner Herfs

0

citations
Improving the Performance of Robust Control through Event-Triggered Learning
2022 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Engineering Control Systems and Identification Open access

Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe

1

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
Exploiting Generative Models for Performance Predictions of 3D Car Designs
2021 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Engineering 3D Shape Modeling and Analysis Open access cited by 3 patents

Sneha Saha, Thiago Rios, Leandro Lei Minku, Bas van Stein, Patricia Wollstadt, Xin Yao, +3 more

11

citations
Combining lattice Boltzman simulation and synchrotron imaging to study bubble dynamics in electrodes of vanadium redox flow batteries
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced battery technologies research Open access

Kangjun Duan

0

citations
Wireless channel modeling and estimation by artificial neural networks; 1. Auflage
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

0

citations
Design of surface textures in journal bearings for optimizing operational performance
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Tribology and Lubrication Engineering Open access

Yujun Wang

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

38

citations
Semantic Feature Compression and Adaption for Latency-Sensitive Semantic Communication
2024 IEEE Globecom Workshops (GC Wkshps) conference-paper Engineering Advanced Wireless Communication Technologies

Huanyu Zhang, Yulin Hu, Xiaopeng Yuan, Anke Schmeink

0

citations
Spatial Correlation Analysis Between Punch and Scrap Web Sheared Surface Roughness for Indirect Punch Wear Assessment in Sheet-Metal Forming
2026 Lecture notes in production engineering conference-paper Engineering Metal Forming Simulation Techniques Open access

Martin Unterberg, Philipp Niemietz, Thomas Bergs

0

citations