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Papers matching “data model design” 626

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LLM-driven design of physics-constrained constitutive models: Two agents are better than one
2026 Machine learning for computational science and engineering article Engineering Elasticity and Material Modeling Open access

M. Tacke, M. Busch, Kian P. Abdolazizi, Jonas Eichinger, Kevin Linka, Roland Can Aydin, +1 more

1

citations
Replication Data for: Cross-plane iridium-based filaments sap efficiency in Proton Exchange Membrane Electrolyzers
2026 Jülich DATA dataset Engineering Fuel Cells and Related Materials Open access

Christine Heume, Ali Javed, Violeta Karyofylli, Krzysztof Dzięcioł, Shibabrata Basak, Jean‐Pierre Poc, +18 more

0

citations
Active learning with neural ordinary differential equations for data-efficient modeling of tuned mass dampers
2026 Engineering Applications of Artificial Intelligence article Engineering Vibration Control and Rheological Fluids Open access

Pavle Milicevic, Sebastian Stemmler, Okyay Altay

0

citations
Optimisation of Solid-State Batteries: A Modelling Approach to Battery Design
2025 Batteries article Engineering Advanced Battery Materials and Technologies Open access

Jan Felix Plumeyer, Friedrich Moesle, Sebastian Wolf, Henrik Born, Heiner Hans Heimes, Achim Kampker

6

citations
Data-driven Extreme Events Modeling for Vehicle Networks by Personalized Federated Learning: Invited Paper
2022 International Symposium on Wireless Communication Systems conference-paper Engineering Vehicular Ad Hoc Networks (VANETs)

Paul Zheng, Yao Lin Zhu, Yulin Hu, Anke Schmeink

5

citations
Diagnosing Power Module Degradation with High-Resolution, Data-Driven Methods
2021 IEEE Energy Conversion Congress and Exposition (ECCE) conference-paper Engineering Silicon Carbide Semiconductor Technologies

Christoph H. van der Broeck, Timothy A. Polom, Rik W. De Doncker

9

citations
VOX2BIM+ - A Fast and Robust Approach for Automated Indoor Point Cloud Segmentation and Building Model Generation
2023 PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science article Engineering 3D Modeling in Geospatial Applications Open access

Jan Martens, Jörg Blankenbach

21

citations
Development of a semi-automated data acquisition and processing architecture for machine learning applications in grinding
2026 Journal of Intelligent Manufacturing article Engineering Advanced machining processes and optimization Open access

Eike Reuter, Björn Killich, Peter Breuer, Sebastian Prinz, Thomas Bergs

1

citations
Seamless integration of analysis and design – Automatic CAD reconstruction of post-analysis geometries
2023 Advances in Computational Science and Engineering article Engineering Advanced Numerical Analysis Techniques Open access cited by 1 patent

Sebastian Hube, Roxana Pohlmann, Stefanie Elgeti

1

citations
Optimizing renewable fuel supply chain network design under sustainability and uncertainty considerations
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Integrated Energy Systems Optimization Open access

Mina Farajiamiri

0

citations
Volumetric error model for online machine tool compensation
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Measurement and Metrology Techniques Open access

0

citations
Assessment of the DDES-γ Model for the Simulation of a Highly Loaded Turbine Cascade
2023 Journal of Turbomachinery article Engineering Turbomachinery Performance and Optimization

Nima Fard Afshar, Felix M. Möller, Stefan Henninger, Dragan Kožulović, Christian Morsbach, Patrick Bechlars, +1 more

4

citations
Assessment of the DDES-γ Model for the Simulation of a Highly Loaded Turbine Cascade
2023 conference-paper Engineering Turbomachinery Performance and Optimization Open access

Nima Fard Afshar, Felix M. Möller, Stefan Henninger, Dragan Kožulović, Christian Morsbach, Patrick Bechlars, +1 more

0

citations
Integrated thermo-economic organic Rankine cycle and working fluid design – On the accuracy of molecular-based computer-aided methodologies
2025 Computers & Chemical Engineering article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access

Matthias Mersch, Dominik Tillmanns, Paul Sapin, Johannes Schilling, André Bardow, Christos N. Markides

4

citations
Double-cone clamp (DCC) drawings and CAD data
2025 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Additive Manufacturing and 3D Printing Technologies Open access

0

citations
Double-cone clamp (DCC) drawings and CAD data
2025 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Additive Manufacturing and 3D Printing Technologies Open access

0

citations
Model-based sensor fusion of multimodal cardiorespiratory signals using an unscented Kalman filter
2020 at - Automatisierungstechnik article Engineering Non-Invasive Vital Sign Monitoring

Onno Linschmann, Steffen K. Leonhardt, Christoph Hoog Antink

3

citations
Structure and conductivity of ionomer in PEM fuel cell catalyst layers: a model-based analysis
2023 Scientific Reports article Engineering Fuel Cells and Related Materials Open access

Wolfgang Olbrich, Thomas Kadyk, Ulrich Sauter, Michael Hermann Eikerling, Jeff T. Gostick

60

citations
ProdSim: An Open-source Python Package for Generating High-resolution Synthetic Manufacturing Data on Product, Machine and Shop-Floor Levels
2022 Procedia CIRP software-paper Engineering Digital Transformation in Industry Open access

Chrismarie Enslin, Владимир Самсонов, Daniel Lütticke, Robert Heinrich Schmitt

5

citations
Deformation Prediction of Unstable Slopes Based on Real-Time Monitoring and DeepAR Model
2020 Sensors article Engineering Geotechnical Engineering and Analysis Open access cited by 1 patent

Mei Dong, Hui Hu, Rafig Azzam, Liang Zhang, Zengrong Zheng, Xiaonan Gong

49

citations
Property Data Estimation for Hemiformals, Methylene Glycols and Polyoxymethylene Dimethyl Ethers and Process Optimization in Formaldehyde Synthesis
2020 Energies article Engineering Phase Equilibria and Thermodynamics Open access

Steffen Schemme, Sven Meschede, Maximilian Köller, Remzi Can Samsun, Ralf Peters, Detlef Stolten

9

citations
Data-Driven Mitigation of Process Fluctuations in Wire-Arc Spraying
2024 Thermal spray conference-paper Engineering Surface Treatment and Coatings

Kirsten Bobzin, H. Heinemann, L. M. Johann

2

citations
Comprehensive Model of Electron Conduction in Oxide-Based Memristive Devices
2021 ACS Applied Electronic Materials article Engineering Advanced Memory and Neural Computing Open access

Carsten Funck, Stephan Menzel

157

citations
Integration of a Europe-wide public building database with retrofit strategies and a thermal inertia model into an open-source optimization framework
2024 IOP Conference Series Earth and Environmental Science conference-paper Engineering Building Energy and Comfort Optimization Open access

Maximilian Hillen, Patrik Schönfeldt, Philip Groesdonk, Bernhard Hoffschmidt

1

citations
Design of Intelligent Transportation System Based on Neural Network
2025 Asia-Pacific Conference on Communications Technology and Computer Science (ACCTCS) conference-paper Engineering Traffic Prediction and Management Techniques

Linbing Lyu, Siyuan Li, Haichao Zhang

0

citations