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Papers matching “data reduction” 400

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Data Utilization and Data Reduction in Laser Material Processing
2023 Springer eBooks book-chapter Engineering Digital Transformation in Industry

Ulrich Thombansen, Wolfgang Fiedler, Christian Knaak, Moritz Kröger, Andrea Lanfermann, Frederic Schulze

0

citations
Data-Driven Model Reduction and Nonlinear Model Predictive Control of an Air Separation Unit by Applied Koopman Theory
2023 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Jan C. Schulze, Danimir T. Doncevic, Nils Erwes, Alexander Mitsos

0

citations
Actuation response model from sparse data for wall turbulence drag reduction
2020 Physical Review Fluids article Engineering Fluid Dynamics and Turbulent Flows Open access

Daniel Fernex, Richard Semaan, Marian Albers, Pascal S. Meysonnat, Wolfgang Schröder, Bernd R. Noack

25

citations
Task-Driven Learned Hyperspectral Data Reduction Using End-to-End Supervised Deep Learning
2020 Journal of Imaging article Engineering Remote-Sensing Image Classification Open access

Mathé T. Zeegers, Daniël M. Pelt, Tristan van Leeuwen, Robert van Liere, Kees Joost Batenburg

11

citations
Data reduction considerations for spherical R-32(CH2F2)-air flame experiments
2021 Combustion and Flame article Engineering Combustion and flame dynamics Open access

Michael J. Hegetschweiler, John L. Pagliaro, Lukas Berger, Raik Hesse, Joachim Beeckmann, Chaimae Bariki, +2 more

16

citations
Data-driven state estimation toward blade individual load-reduction of wind turbines1
2022 Journal of Physics Conference Series conference-paper Engineering Control Systems and Identification Open access

A Klein, Thomas Konrad, Dirk Abel

0

citations
Wind data introduce error in time-series reduction for capacity expansion modelling
2022 Energy article Engineering Integrated Energy Systems Optimization

Lucas Elias Kuepper, Holger Teichgraeber, Nils Baumgärtner, André Bardow, Adam R. Brandt

19

citations
Conceptualizing Data Ecosystems for Industrial Food Production
2021 IEEE Conference on Business Informatics conference-paper Engineering Digital Transformation in Industry

Calvin Rix, Hannah Stein, Qiang Chen, Jana Frank, Wolfgang Maaß

7

citations
Fourier-Domain data-converters : new concepts for high data rate wireless transmitter systems
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Radio Frequency Integrated Circuit Design Open access

Oner Hanay

0

citations
Nonlinear Model Reduction Methods for Real-Time Nonlinear Model Predictive Control of Process Systems
2025 RWTH Publications (RWTH Aachen) book Engineering Advanced Control Systems Optimization Open access

Jan C. Schulze

0

citations
Efficient Surface Roughness Prediction in Laser Micromachining via Explainability‐Driven Feature Reduction
2026 Expert Systems article Engineering Laser Material Processing Techniques Open access

Miguel Camacho-Sánchez, Fran Pastor-Naranjo, Luis Correas-Naranjo, Nélida Mirabet-Herranz, Laëtitia Launet, Milena Žurić, +1 more

0

citations
Data-Driven Predictive Control With Online Adaption: Application to a Fuel Cell System
2023 IEEE Transactions on Control Systems Technology article Engineering Advanced Control Systems Optimization

Lukas Schmitt, Julius Beerwerth, Matthias Bähr, Dirk Abel

22

citations
Microscopic 2D-modeling of driver behavior based on trajectory data from real traffic, driving simulation and traffic simulation
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Traffic control and management Open access

Jan Moritz Berghaus

0

citations
Data-Driven Modeling of the Ramp-Up of Electric Heating Systems
2025 ACM SIGEnergy Energy Informatics Review article Engineering Integrated Energy Systems Optimization

0

citations
Augmenting energy time-series for data-efficient imputation of missing values
2023 Applied Energy article Engineering Building Energy and Comfort Optimization

Antonio Liguori, Romana Markovic, Martina Ferrando, Jérôme Frisch, Francesco Causone, Christoph van Treeck

36

citations
Prediction of Geometrical Accuracy in Wire EDM by Analyzing Process Data
2022 Procedia CIRP article Engineering Advanced Machining and Optimization Techniques Open access

Ugur Küpper, Elio Tchoupe, A. Klink, Thomas Bergs

12

citations
Evaluation of different classification methods using electronic nose data to diagnose sarcoidosis
2023 Journal of Breath Research article Engineering Advanced Chemical Sensor Technologies Open access

Iris G. van der Sar, Nynke van Jaarsveld, Imme A Spiekerman, Floor J Toxopeus, Quint L Langens, Marlies S Wijsenbeek, +2 more

9

citations
Demystifying data-driven approaches for battery electric transportation: Challenges and future directions
2025 eTransportation article Engineering Advanced Battery Technologies Research

Bor Yann Liaw, Weihan Li, Luc H.J. Raijmakers, Lisen Yan, Haider Adel Ali Ali, Anna Windmüller, +3 more

2

citations
Enhancing transfer learning for building energy data time series using pattern-based hidden Markov models
2025 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access

Antonio Liguori, Jérôme Frisch, Christoph van Treeck

0

citations
Dataflow Optimizations in a Sub-uW Data-Driven TCN Accelerator for Continuous ECG Monitoring
2022 IEEE Nordic Circuits and Systems Conference (NorCAS) conference-paper Engineering Low-power high-performance VLSI design

Johnson Loh, Tobias Gemmeke

5

citations
Product-specific Identifiers and Data Aggregation for Enabling Traceability in Battery Cell Production
2023 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Alexander D. Kies, Jonathan Krauß, Dennis Grunert, Robert Heinrich Schmitt

3

citations
Computational homogenization and data-driven surrogate modeling of mechanical metamaterials
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Cellular and Composite Structures Open access

Hooman Danesh

0

citations
Multi-stage deep learning artifact reduction for parallel-beam computed tomography
2025 Journal of Synchrotron Radiation article Engineering Advanced X-ray and CT Imaging Open access

Jiayang Shi, Daniël M. Pelt, Kees Joost Batenburg

4

citations
Data-Driven Modeling of Building-Specific Municipal Heat Planning
2025 preprint Engineering Integrated Energy Systems Optimization Open access

Paul Maximilian Röhrig, Julius Zocher, Oliver Banovic, Julian Bigalke, Andreas Ulbig

0

citations
Reducing Experimental Data Requirements in CNN-based damage detection through Transfer Learning
2026 RWTH Publications (RWTH Aachen) conference-paper Engineering Infrastructure Maintenance and Monitoring Open access

Finja Rentzsch holm, T. Schalm, Jorge Luis Jiménez Aparicio, Kai‐Uwe Schröder

0

citations