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Papers matching “learning to optimize” 49

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Battery aging-aware vehicle-to-grid control in home charging systems via deep reinforcement learning
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Electric Vehicles and Infrastructure Open access

Jingyu Gong

0

citations
LiDAR-based mmwave beam prediction: a hardware-aware trade-off analysis of classical machine learning, deep learning, and hybrid approaches
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

Barış Sayitoğlu

0

citations
Refining Dynamic Data Selection for Self-Supervised Learning via Semantic Gating
2026 Aaltodoc (Aalto University) dissertation Computer Science Machine Learning and Data Classification Open access

Xinrui Peng

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
Innovative graph-theory based data analysis approaches for functional neuroimaging data tailored to application in neuropsychiatry
2025 RWTH Publications (RWTH Aachen) dissertation Neuroscience Functional Brain Connectivity Studies Open access

Shukti Ramkiran

0

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
Structure-exploiting uncertainty quantification and control : Bayesian inference and Itô SDE methods from MRI segmentation to autonomous sensing
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Medical Image Segmentation Techniques Open access

Felix Terhag

0

citations
A multitask latent space learning framework for modeling and inversion of structure–property relationships
2026 RWTH Publications (RWTH Aachen) dissertation Materials Science Machine Learning in Materials Science Open access

Tarek Iraki

0

citations
On the use of evolutionary-algorithm-driven reinforcement learning in underwater robotics
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Underwater Vehicles and Communication Systems Open access

Cagatay Sariman

0

citations
Advanced deep learning approaches and potentials in the construction sector
2025 RWTH Publications (RWTH Aachen) dissertation Engineering BIM and Construction Integration Open access

Davide Picchi

0

citations
Physical simulation and deep learning using particle-based representations
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Fluid Dynamics Simulations and Interactions Open access

Stefan Rhys Jeske

0

citations
Probabilistic machine learning for pattern recognition and design exploration
2021 RWTH Publications (RWTH Aachen) dissertation Computer Science Gaussian Processes and Bayesian Inference Open access

Kevin Cremanns

3

citations
Process-based machine learning for multi-physics and chemistry in geothermal applications: parameter estimation and optimization under uncertainties
2024 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Model Reduction and Neural Networks Open access

Ryan Santoso

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
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
Adaptive data generation framework for machine learning models in nonlinear structural dynamics
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Control Systems and Identification Open access

Pavle Milicevic

0

citations
Fabrication forecasting of laser powder bed fusion processes with deep learning models
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Additive Manufacturing Materials and Processes Open access

0

citations
Blind oracular quantum computation : from concept to physical implementation
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Quantum Information and Cryptography Open access

Cica Gustiani

1

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

Lars Thieling

0

citations
Wirtschaftliche Leistungssteigerung von Produktionslinien ; 1. Auflage
2025 dissertation Decision Sciences Simulation Techniques and Applications Open access

Jan Maetschke

0

citations
Föderierte Forschungsinfrastrukturen für ein lernendes Gesundheitssystem in der Akut-, Intensiv- und Notfallmedizin
2025 RWTH Publications (RWTH Aachen) dissertation Health Professions Electronic Health Records Systems Open access

Jonas Bienzeisler

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
Intelligent control strategies as an enabler for self-optimizing manufacturing systems
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Control Systems Optimization Open access

Sebastian Stemmler

3

citations
Autoadaptives prädiktives Modell zur Quantifizierung von Gleichzeitigkeitsfeffekten in Lastverteilungen urbaner Energiesysteme
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Energy Load and Power Forecasting Open access

Daniel Koschwitz

0

citations
Tracking accuracy improvement and residual vibration suppression of delta robots
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Robotic Mechanisms and Dynamics Open access

Mingkun Wu

0

citations