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Papers matching “learning-based optimization” 90

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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

14

citations
A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation
2023 arXiv (Cornell University) preprint Neuroscience Neuroscience and Neural Engineering Open access

Yuli Wu, Ivan Karetić, Johannes Stegmaier, Peter Walter, Dorit Merhof

0

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

4

citations
Uncertainty Quantification in the Directed Energy Deposition Process Using Deep Learning-Based Probabilistic Approach
2022 Key engineering materials article Engineering Additive Manufacturing Materials and Processes Open access

Thinh Quy Duc Pham, Truong‐Vinh Hoang, Seifallah Fetni, Laurent Duchêne, Hoang Son Tran, Anne Marie Habraken

4

citations
Reinforcement Learning-based Joint Handover and Beam Tracking in Millimeter-wave Networks
2023 IEEE Wireless Communications and Networking Conference conference-paper Engineering Millimeter-Wave Propagation and Modeling Open access

Sara Khosravi, Hossein Shokri‐Ghadikolaei, Jens Zander

3

citations
Reinforcement Learning-based Joint Handover and Beam Tracking in Millimeter-wave Networks
2023 arXiv (Cornell University) preprint Engineering Millimeter-Wave Propagation and Modeling Open access

Hossein Shokri‐Ghadikolaei, Jens Zander, Marina V. Petrova

0

citations
The application of machine learning-based energy management strategy in a multi-mode plug-in hybrid electric vehicle, part II: Deep deterministic policy gradient algorithm design for electric mode
2023 Energy article Engineering Electric and Hybrid Vehicle Technologies Open access

Jiageng Ruan, Changcheng Wu, Zhaowen Liang, Kai Liu, Bin Li, Weihan Li, +1 more

56

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
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
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
An Interpretable Machine Learning Model with Deep Learning-based Imaging Biomarkers for Diagnosis of Alzheimer's Disease
2023 arXiv (Cornell University) preprint Medicine Dementia and Cognitive Impairment Research Open access

Wenjie Kang, Bo Li, Janne M. Papma, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, +6 more

1

citations
Machine Learning-Based Control for Fuel Cell Hybrid Buses: From Average Load Power Prediction to Energy Management
2022 Vehicles article Engineering Electric and Hybrid Vehicle Technologies Open access

Hujun Peng, Jianxiang Li, Kai Deng, Kay Hameyer

12

citations
The Need for Speed: A Fast Guessing Entropy Calculation for Deep Learning-Based SCA
2023 Algorithms article Computer Science Cryptographic Implementations and Security Open access

Guilherme Perin, Lichao Wu, Stjepan Picek

6

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-based Virtual Fixtures for Teleoperation of Hydraulic Construction Machine
2023 RWTH Publications (RWTH Aachen) conference-paper Engineering Teleoperation and Haptic Systems Open access

Hyung Joo Lee, Sigrid Brell‐Çokcan

4

citations
Learning-based importance sampling via stochastic optimal control for stochastic reaction networks
2023 Statistics and Computing article Mathematics Markov Chains and Monte Carlo Methods Open access

Chiheb Ben Hammouda, Nadhir Ben Rached, Raul F. Tempone, Sophia Wiechert

4

citations
Learning-Based Importance Sampling via Stochastic Optimal Control for Stochastic Reaction Networks
2021 arXiv (Cornell University) preprint Mathematics Markov Chains and Monte Carlo Methods Open access

Chiheb Ben Hammouda, Nadhir Ben Rached, Raul F. Tempone, Sophia Wiechert

0

citations
Learning-Based Downlink Power Allocation in Cell-Free Massive MIMO Systems
2022 IEEE Transactions on Wireless Communications article Engineering Advanced MIMO Systems Optimization Open access

Mahmoud Zaher, Özlem Tuğfe Demir, Emil Björnson, Marina Petrova

110

citations
Characterization, propagation, and sensitivity analysis of uncertainties in the directed energy deposition process using a deep learning-based surrogate model
2022 Probabilistic Engineering Mechanics article Engineering Additive Manufacturing Materials and Processes Open access

Thinh Quy Duc Pham, Truong‐Vinh Hoang, Seifallah Fetni, Laurent Duchêne, Hoang Son Tran, Anne Marie Habraken

20

citations
Deep Learning-based Non-rigid Image Registration for High-dose Rate Brachytherapy in Inter-fraction Cervical Cancer
2022 Journal of Imaging Informatics in Medicine article Physics and Astronomy Advanced Radiotherapy Techniques Open access

Mohammad Salehi, Alireza Vafaei Sadr, Seied Rabi Mahdavi, Hossein Arabi, Isaac Shiri, Reza Reiazi

27

citations
Machine Learning-Based Identification of Interpretable Process-Structure Linkages in Metal Additive Manufacturing
2022 SSRN Electronic Journal preprint Engineering Additive Manufacturing Materials and Processes Open access

Marc Ackermann, Christian Haase

3

citations
Towards Real-Time Deep Learning-Based Network Intrusion Detection on FPGA
2021 Lecture notes in computer science conference-paper Computer Science Network Packet Processing and Optimization Open access

Laurens Le Jeune, Toon Goedemé, Nele Mentens

17

citations
AI agents envisioning the future: Forecast-based operation of renewable energy storage systems using hydrogen with Deep Reinforcement Learning
2022 Energy Conversion and Management article Energy Hybrid Renewable Energy Systems Open access cited by 1 patent

Alexander Dreher, Thomas Bexten, Tobias Sieker, Malte Lehna, Jonathan Schütt, Christoph Scholz, +1 more

100

citations
Developement of Reinforcement Learning based Optimisation Method for Side-Sill Design
2024 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Aditya Borse, Rutwik Gulakala, Marcus Stoffel

0

citations