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Papers matching “structured data” 750

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Structured representation of simulation and annotation data for machine learning in forming technologies
2026 Production Engineering article Engineering Digital Transformation in Industry Open access

Markus Schumann, Jonas Moske, Antonia Wüst, Felix Divo, Daria Gelbich, Philipp Niemietz, +3 more

0

citations
Structured representation of simulation and annotation data for machine learning in forming technologies
2026 Production Engineering article Engineering Metal Forming Simulation Techniques Open access

Markus Schumann, Jonas Moske, Antonia Wüst, Felix Divo, Daria Gelbich, Philipp Niemietz, +3 more

0

citations
Structured Representation of Simulation and Annotation Data for Machine Learning in Forming Technologies
2026 Research Square preprint Engineering Digital Transformation in Industry Open access

Markus Schumann, Jonas Moske, Antonia Wüst, Felix Divo, Daria Gelbich, Philipp Niemietz, +3 more

0

citations
Toward Structured Training and Validation of AI-Based Systems With Digital Twin Scenarios
2026 IEEE Open Journal of Intelligent Transportation Systems article Engineering Safety Systems Engineering in Autonomy Open access

Osama Maqbool, Mathias Tesch, André Kupetz, Jürgen Roßmann

0

citations
Friction Modeling for Structured Learning of Robot Dynamics
2023 Lecture notes in production engineering conference-paper Engineering Dynamics and Control of Mechanical Systems

Minh Trinh, Ruben Schwiedernoch, Lukas Grundel, Simon Storms, C. Brecher

6

citations
Concept Development of A System for Evaluating The Validity of Data Exemplified by Structural Data of Existing Bridges in Germany
2024 Creative Construction Conference (CCC) conference-paper Engineering BIM and Construction Integration Open access

Sophie Kalisch, Jan‐Iwo Jäkel, Katharina Klemt‐Albert

0

citations
Enabling metadata enrichment of 3D measurement data by database-centered storage and exchange through the QIF data format
2026 Procedia CIRP article Engineering Advanced Measurement and Metrology Techniques Open access

Kilian Geiger, Jonas Großeheide, Dominik Wolfschläger, Robert Heinrich Schmitt

0

citations
Efficient data structures for data-driven mechanics
2021 conference-paper Engineering Numerical methods in engineering Open access

Robert Eggersmann, E. Prume, Laurent Stainier, Miguel Ortiz

0

citations
The site selection data hub: a data-centric approach for integrated simulation workflow management in radioactive waste disposal site selection
2024 conference-abstract Engineering Nuclear and radioactivity studies Open access

Qian Chen, Marc S. Boxberg, Nino Menzel, Maria Fernanda Morales Oreamuno, Wolfgang Nowak, Sergey Oladyshkin, +2 more

0

citations
A Linked Data Framework for IFC-Based Exchange of Dynamic Building Operational Data
2026 Zenodo (CERN European Organization for Nuclear Research) conference-paper Engineering BIM and Construction Integration Open access

Fynn Korsen, Niels Bartels, Shervin Rahnama

0

citations
Comparative Analysis of Modern, AI-based Data Compression on Power Quality Disturbance Data
2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) conference-paper Engineering Power Quality and Harmonics

Markus Stroot, Philipp Lutat, Andreas Ulbig

1

citations
Optimization of the Surface Geometry in Structured Cold Rolling for Interlocking of Formed and Die-Cast Metal Components
2022 Defect and diffusion forum/Diffusion and defect data, solid state data. Part A, Defect and diffusion forum article Engineering Metal Forming Simulation Techniques Open access

Aron Ringel, Johannes Lohmar

5

citations
Connected, Digitalized Welding Production—Secure, Ubiquitous Utilization of Data Across Process Layers
2020 Advanced structured materials book-chapter Engineering Digital Transformation in Industry

Samuel Mann, Jan Pennekamp, Tobias Brockhoff, Mahsa Pourbafrani, Lukas Oster, Merih Seran Uysal, +4 more

7

citations
PVD Coated Tools and Surface-Structured Workpieces in Dry Cold Forming of Steel
2020 Defect and diffusion forum/Diffusion and defect data, solid state data. Part A, Defect and diffusion forum article Engineering Tribology and Lubrication Engineering Open access

Kirsten Bobzin, T. Brögelmann, N.C. Kruppe, Thomas Bergs, Patrick Mattfeld, Daniel Trauth, +2 more

3

citations
NEAR-CRITICAL FLUID JETS INVESTIGATED WITH A POLARIZED STRUCTURED ILLUMINATION APPROACH
2026 Atomization and Sprays article Engineering Heat transfer and supercritical fluids

Valerie Mrotzek, Christoph Steinhausen, Grazia Lamanna

0

citations
Product and Process Data Structure for Automated Battery Disassembly
2025 Recycling article Engineering Manufacturing Process and Optimization Open access

Domenic Klohs, Moritz H. Frieges, Jonas Gorsch, Philip Ellmann, Heiner Hans Heimes, Achim Kampker

6

citations
Methodology paper - Composition data collection and consolidation
2026 Zenodo (CERN European Organization for Nuclear Research) article Engineering Extraction and Separation Processes Open access

Katharina Kippert, Han-Jung Hu, Nathalie Korf, Ronald Arvidsson, Catrin Böcher, Manuele Capelli, +12 more

0

citations
Automated feature extraction to integrate field and laboratory data for aging diagnosis of automotive lithium-ion batteries
2023 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access

Valentin Steininger, Katharina Rumpf, Peter Hüsson, Weihan Li, Dirk Uwe Sauer

22

citations
Comparison of surface and subsurface data for the construction of a comprehensive DFN model
2025 conference-abstract Engineering Rock Mechanics and Modeling Open access

Sarah Perkams, Peter Achtziger-Zupančič, Florian Amann

0

citations
Graph-based method for extracting spatial information from semi-formal text to derive 3D bridge and damage models from legacy maintenance data
2025 Automation in Construction article Engineering Infrastructure Maintenance and Monitoring Open access

Anne Göbels, Jakob Beetz

6

citations
Perspectives on data-driven models and its potentials in metal forming and blanking technologies
2022 Production Engineering article Engineering Metal Forming Simulation Techniques Open access

Mathias Liewald, Thomas Bergs, Peter Groche, Bernd‐Arno Behrens, David Briesenick, Philipp Niemietz, +2 more

63

citations
Systematic Categorization of Influencing Factors on Radar-Based Perception to Facilitate Complex Real-World Data Evaluation
2021 arXiv (Cornell University) preprint Engineering Autonomous Vehicle Technology and Safety Open access

Maike Scholtes, Lutz Eckstein

0

citations
Multisource-data-fusion for the digitization of critical infrastructural elements
2022 conference-paper Engineering BIM and Construction Integration Open access

Simon Stemmler, Maria Justine Bange, Dominik Merkle, Alexander Reiterer, Katharina Klemt‐Albert, Steffen Marx

7

citations
Methodical assessment of the value of sensory captured data regarding the suitability for influencing manufacturing process goals
2024 Procedia Computer Science conference-paper Engineering Digital Transformation in Industry Open access

Johannes Mayer, Tobias Kaufmann, Philipp Niemietz, Thomas Bergs

0

citations
Data Acquisition Pipeline for the Generation of a Digital Twin for Large Compliant Thin-Walled Structures
2026 Lecture notes in mechanical engineering conference-paper Engineering Digital Transformation in Industry Open access

Guillaume Tréheux, Dominik Schäfer, Alexander Moriz, Lars Köttner, Amon Göppert, Robert H. Schmitt

0

citations