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Papers matching “parameter efficiency” 101

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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
Development of high-efficiency perovskite/silicon tandem solar cells
2026 JuSER (Forschungszentrum Jülich) dissertation Engineering Silicon and Solar Cell Technologies Open access

Qing Yang

0

citations
On data and knowledge transfer efficiency in deep learning
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Domain Adaptation and Few-Shot Learning Open access

Alessio Quercia

0

citations
Parameter synthesis in Markov models
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Formal Methods in Verification Open access

Sebastian Junges

27

citations
Uncertainty-aware modeling of hemolysis in rotary blood pumps using reduced-order models and Bayesian parameter estimation Parameterschätzung
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Mechanical Circulatory Support Devices Open access

Christopher Blum

0

citations
Low-rank tensor methods for high-dimensional parameter-dependent PDEs: eigenvalue estimation, approximate inverses, and multigrid methods
2026 RWTH Publications (RWTH Aachen) dissertation Mathematics Tensor decomposition and applications Open access

Tim A. Werthmann

0

citations
Efficiency and scalability exploration of an application-specific instruction-set processor for deep convolutional neural networks
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Advanced Neural Network Applications Open access

Andreas Bytyn

0

citations
Prozessführung bei stark parallelisierten UKP-Bearbeitungsprozessen für Metallfolien
2025 Fraunhofer-Publica (Fraunhofer-Gesellschaft) dissertation Engineering Laser Material Processing Techniques Open access

Thilo Barthels

0

citations
Performance and stability of solar cells and modules: from laboratory characterization to field data analysis
2025 JuSER (Forschungszentrum Jülich) dissertation Energy Photovoltaic System Optimization Techniques Open access

Timon S. Vaas

0

citations
Datenbasierte Parameteroptimierung der Zellfinalisierung durch maschinelles Lernen im Produktionshochlauf in der Batterieproduktion
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Battery Technologies Research Open access

Sarah Wennemar

0

citations
Thermal behavior impact on electric motor sizing in battery electric vehicles
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Electric Motor Design and Analysis Open access

0

citations
Supersonische Filmkühlung in generischen Raketendüsen
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Turbomachinery Performance and Optimization Open access

Sandra Christine Ludescher

0

citations
Modell-basierte Synthese funktioneller Mikrogele
2021 RWTH Publications (RWTH Aachen) dissertation Biochemistry, Genetics and Molecular Biology Hydrogels: synthesis, properties, applications Open access

Falco Jung

0

citations
Modeling and energetic assessment of reactor technologies for solar energy conversion into fuels and chemicals
2025 elib (German Aerospace Center) dissertation Engineering Chemical Looping and Thermochemical Processes 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
Silicon heterojunction solar cells on thin wafers - prospects in different utilization scenarios
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Silicon and Solar Cell Technologies Open access

Ugochi K. Chime

0

citations
Scale-up effects on the mechanisms of the electrochemical synthesis of anhydrous formaldehyde
2025 RWTH Publications (RWTH Aachen) dissertation Energy Electrocatalysts for Energy Conversion Open access

Florian Schwarz

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
Modellprädiktive Regelung von Solarturm-Kraftwerken
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Control Systems Optimization Open access

Rudolf Popp

0

citations
Development of a ball grate system for the combustion of biomass pellets from wheat strawin small-scale furnaces
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Thermochemical Biomass Conversion Processes Open access

Lukas Schenke

0

citations
Machine learning in modeling of the dynamics of polymer electrolyte fuel cells
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Fuel Cells and Related Materials Open access

Wei Hua Zou

0

citations
Growth and characterization of InAs quantum dots for a spin-photon interface device with electrostatically defined spin qubit
2025 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Semiconductor Quantum Structures and Devices Open access

0

citations
Structure property relationships of membranes and electrodes for industrial electrolyzer applications
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Fuel Cells and Related Materials Open access

0

citations
Multi-scale engineering of lead-free piezoelectric pavement sensing systems
2026 RWTH Publications (RWTH Aachen) dissertation Environmental Science Smart Materials for Construction Open access

Kai Zheng

0

citations
Effiziente Modellierung der Partikel-Strahlungsinteraktion von nicht-sphärischen Partikelgruppen
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Radiative Heat Transfer Studies Open access

0

citations