From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “data mapping” 268

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

A data-driven EIS approach for developing PEM fuel cell operation maps: A pathway towards applying neural networks
2025 International Journal of Hydrogen Energy article Engineering Fuel Cells and Related Materials Open access

Oliver Schopen, Leon Bellinghausen, Thomas Esch, Bahman Shabani

6

citations
Learned embeddings for geometric data
2021 RWTH Publications (RWTH Aachen) dissertation Engineering 3D Shape Modeling and Analysis Open access

Isaak Lim

0

citations
Collaborative Engineering and Operation of Industry 4.0 Digital Twins with Conflict-Free Replicated Data Types
2026 IEEE International Conference on Industrial Cyber-Physical Systems (ICPS) conference-paper Engineering Digital Transformation in Industry Open access

Nico Braunisch, Asset Kapi, Igor Garmaev, Marko Ristin, Tobias Kleinert, Hans Wernher van de Venn, +1 more

0

citations
A Synthetic Data Pipeline for Supporting Manufacturing SMEs in Visual Assembly Control
2025 International Generative AI and Computational Language Modelling Conference (GACLM) conference-paper Engineering Industrial Vision Systems and Defect Detection Open access

Jonas Werheid, Shengjie He, Aymen Gannouni, Anas Abdelrazeq, Robert Heinrich Schmitt

1

citations
A Study on Data Augmentation Techniques for Visual Defect Detection in Manufacturing
2023 Technologien für die intelligente Automation book-chapter Engineering Industrial Vision Systems and Defect Detection Open access

Lars Leyendecker, Thorben Werner, Maximilian Motz, Robert Heinrich Schmitt

4

citations
Data-Driven Condition Monitoring of a Hydraulic Press Using Supervised Learning and Neural Networks
2022 Energies article Engineering Machine Fault Diagnosis Techniques Open access cited by 1 patent

Faried Makansi, Katharina Schmitz

12

citations
Comparison of Data Integration Concepts for Asset Administration Shell
2024 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Engineering Digital Transformation in Industry

Wei Liang Guo, Torben Miny, Tobias Kleinert, Frank Schnicke, Sebastian Käbisch, Constantin Liepert, +2 more

3

citations
District Energy Management Systems: Key Data Points for System Integration and Related Challenges: Lessons Learned from Experts in Germany
2024 Energy Technology article Engineering Integrated Energy Systems Optimization Open access

Felix Rehmann, Falk Cudok, Joel David Schölzel, Sarah Henn, Rita Streblow

1

citations
Application of a product-centred process-independent meta-model for multi-stage production data to enable predictive quality for additive manufacturing
2023 Procedia CIRP article Engineering Manufacturing Process and Optimization Open access

Ronja Witt, Anna-Lena Knott, Simon Cramer, Robert Heinrich Schmitt

4

citations
Data-driven conditional flexibility index
2026 Computers & Chemical Engineering article Engineering Process Optimization and Integration Open access

Moritz Wedemeyer, Eike Cramer, Alexander Mitsos, Manuel Dahmen

1

citations
Data-Driven Conditional Flexibility Index
2026 arXiv (Cornell University) preprint Engineering Electric Power System Optimization Open access

Moritz Wedemeyer, Eike Cramer, Alexander Mitsos, Manuel Dahmen

0

citations
Data-Driven Conditional Flexibility Index
2026 arXiv (Cornell University) preprint Engineering Electric Power System Optimization Open access

Moritz Wedemeyer, Eike Cramer, Alexander Mitsos, Manuel Dahmen

0

citations
Time Reverse Modeling of Acoustic Waves for Enhanced Mapping of Cracking Sound Events in Textile Reinforced Concrete
2024 Journal of Nondestructive Evaluation article Engineering Ultrasonics and Acoustic Wave Propagation Open access

Georg Karl Kocur, Bernd A. Markert

1

citations
A Simulation-based End-to-End Learning Framework for Evidential Occupancy Grid Mapping
2021 arXiv (Cornell University) preprint Engineering Robotics and Sensor-Based Localization Open access

Raphael van Kempen, Bastian Lampe, Timo Woopen, Lutz Eckstein

15

citations
A Simulation-based End-to-End Learning Framework for Evidential Occupancy Grid Mapping
2021 IEEE Intelligent Vehicles Symposium conference-paper Engineering Robotics and Sensor-Based Localization Open access

Raphael van Kempen, Bastian Lampe, Timo Woopen, Lutz Eckstein

0

citations
Classification of Building Types in Germany: A Data-Driven Modeling Approach
2022 Data article Engineering Automated Road and Building Extraction Open access

Abhilash Bandam, Eedris Busari, Chloi Syranidou, Jochen Linßen, Detlef Stolten

38

citations
AutoMergeNet: AutoML-Based M-Source Satellite Data Fusion Evaluated With Atmospheric Case Studies
2025 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing article Engineering Remote-Sensing Image Classification Open access

Julia Wąsala, Joannes D. Maasakkers, Berend J. Schuit, Gijs Leguijt, Ilse Aben, Rochelle Schneider, +2 more

1

citations
Generative AI-enhanced road distress identification and quantification under data-scarce and complex environmental conditions
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Infrastructure Maintenance and Monitoring Open access

0

citations
Data-Driven Observability Analysis for Nonlinear Stochastic Systems
2023 IEEE Transactions on Automatic Control article Engineering Control Systems and Identification

Pierre-François Massiani, Mona Buisson-Fenet, Friedrich Solowjow, Florent Di Meglio, Sebastian Trimpe

6

citations
Data-Driven Observability Analysis for Nonlinear Stochastic Systems
2023 RWTH Publications (RWTH Aachen) article Engineering Control Systems and Identification Open access

Pierre-François Massiani, Mona Buisson-Fenet, Friedrich Solowjow, Florent Di Meglio, Sebastian Trimpe

0

citations
Predictive Data-Driven Model Based on Generative Adversarial Network for Premixed Turbulence-Combustion Regimes
2022 Combustion Science and Technology article Engineering Combustion and flame dynamics Open access

Temistocle Grenga, Ludovico Nista, Christoph Schumann, Gandolfo Scialabba, Antonio Attili, Heinz G. Pitsch

15

citations
A methodological framework for identifying District Heating Networks in Germany by utilizing the census data
2025 Smart Energy article Engineering Integrated Energy Systems Optimization Open access

Kai Droste, Luca Döring, Jonas Klingebiel, Rahul Karuvingal

0

citations
PyHeatDemand - Processing Tool for Heat Demand Data
2024 The Journal of Open Source Software article Engineering Integrated Energy Systems Optimization Open access

Alexander Jüstel, Frank Strozyk

2

citations
Systematic Data-Driven Analysis to Quantify Critical Influencing Factors in PEM Electrolysis
2026 ECS Meeting Abstracts conference-abstract Engineering Fuel Cells and Related Materials

Stephan Zimmer, Florian Wiesner, Niklas Vollmert, Jannis Steiger, Till Engelhard, Matthias Weßling, +1 more

0

citations
Automated Crack Detection and Strain Mapping of Reinforced Concrete Structures Using 2D-FOS
2026 Procedia Structural Integrity article Engineering Advanced Fiber Optic Sensors Open access

Henrik Becks, Till Wellmann, Christian Linden, Martin Claßen

0

citations