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Papers matching “learning-based optimization” 24

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Deep learning-based rapid and precise die design to compensate springback in metallic bipolar plate stamping for proton exchange membrane fuel cells
2026 Measurement article Engineering Metal Forming Simulation Techniques

Hyeongmin Kim, Sang-Wook Lee, Donghyu Lee, Florian Hüsing, C. Brecher, Byeng Dong Youn

0

citations
Machine learning-based prediction of surface roughness and Barkhausen noise in cylindrical grinding with reduced sensor sets
2026 Manufacturing Letters article Engineering Advanced machining processes and optimization

Shota Kuroiwa, Eike Reuter, Fabian Brüssel, Sebastian Prinz, Thomas Bergs

0

citations
A Review of Model-Based Optimization for Hydrogen Refueling Stations
2026 Computational methods in applied sciences conference-paper Energy Hybrid Renewable Energy Systems

Zhuang Kang, Jacob de Nobel, Michael Emmerich, Thomas Bäck, Yingjie Fan

0

citations
AIxCell: A Domain-Specific and Meta-Learning based AutoML System for Cellular Image Segmentation
2026 The Journal of Machine Learning for Biomedical Imaging article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Jan-Henner Roberg, Lars Leyendecker, Sebastian Schönleben, Robert H. Schmitt

0

citations
Data-Driven Qubit Characterization and Optimal Control using Deep Learning
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Paul Surrey, Julian D. Teske, Tobias Hangleiter, Hendrik Bluhm, Pascal Cerfontaine

0

citations
Data-Driven Qubit Characterization and Optimal Control using Deep Learning
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Paul Surrey, Julian D. Teske, Tobias Hangleiter, Hendrik Bluhm, Pascal Cerfontaine

0

citations
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
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
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
Efficient coupling of highly parallel computational fluid dynamics simulations with deep learning on heterogeneous architectures
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Parallel Computing and Optimization Techniques Open access

Fabian Orland

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
Adversarial Instance Generation and Robust Training for Neural Combinatorial Optimization with Multiple Objectives
2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Wei Liu, Yaoxin Wu, Yingqian Zhang, Thomas Bäck, Yingjie Fan

0

citations
Adversarial Instance Generation and Robust Training for Neural Combinatorial Optimization with Multiple Objectives
2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Wei Liu, Yaoxin Wu, Yingqian Zhang, Thomas Bäck, Yingjie Fan

0

citations
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025
2026 arXiv (Cornell University) preprint Medicine Surgical Simulation and Training Open access

Hanna Hoffmann, Setareh Bady, Claas de Boer, Max Kirchner, Jan Egger, Rainer Röhrig, +51 more

0

citations
Uncertainty-Aware Federated Learning for Joint Communication and Computation in XR Systems
2026 IEEE Transactions on Mobile Computing article Computer Science Privacy-Preserving Technologies in Data Open access

Robert-Jeron Reifert, Hayssam Dahrouj, Alaa Alameer Ahmad, Haris Gacanin, Aydin Sezgin

0

citations
Learning to validate generative models: a goodness-of-fit approach
2026 Machine Learning Science and Technology article Physics and Astronomy Particle physics theoretical and experimental studies Open access

G. Grosso, Marco Letizia, Humberto Reyes-González, M. Zanetti

0

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
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
xPrio: Crosslayer Web Resource Prioritization at Runtime
2026 Proceedings of the ACM on Networking article Computer Science Network Traffic and Congestion Control

Constantin Sander, Ike Kunze, Hendrik Buschbaum, Klaus Wehrle

0

citations
Clinical DVH metrics as a loss function for 3D dose prediction in head and neck radiotherapy
2026 International Journal of Computer Assisted Radiology and Surgery article Physics and Astronomy Advanced Radiotherapy Techniques Open access

Ruochen Gao, Marius Staring, Frank J. W. M. Dankers

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
Numerically optimized FROG results for the study of red-shifted spectra in multi-frequency Raman generation
2026 arXiv (Cornell University) preprint Physics and Astronomy Laser-Matter Interactions and Applications Open access

Sakthi Priya Amirtharaj, Zujun Xu, Donna T. Strickland, Borun D. Chowdhury, Sagnik Acharya, Priyam Samantray, +4 more

0

citations

24 results