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Papers matching “data modeling” 13,428

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Personalized Prediction of Total Knee Arthroplasty Mechanics Based on Sparse Input Data—Model Validation Using In Vivo Force Data
2025 Biomechanics article Medicine Total Knee Arthroplasty Outcomes Open access

Sonja Ehreiser, Malte Asseln, Klaus Radermacher

1

citations
GemGIS – GemPy Geographic: Open-Source Spatial Data Processing for Geological Modeling
2021 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Alexander Jüstel, Arthur Endlein Correira, Florian Wellmann, Marius Pischke

0

citations
Model input and output data of the FlexMex model comparison
2021 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Integrated Energy Systems Optimization Open access

Hedda Gardian, Hans Christian Gils, Martin Kittel, Alexander Murmann, Jann Launer, Felix Gaumnitz, +7 more

4

citations
Model input and output data of the FlexMex model comparison
2021 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Integrated Energy Systems Optimization Open access

Hedda Gardian, Hans Christian Gils, Martin Kittel, Alexander Murmann, Jann Launer, Felix Gaumnitz, +7 more

0

citations
Data-driven modeling of single-sided bottom-hung window ventilation
2025 Building and Environment article Engineering Building Energy and Comfort Optimization Open access

0

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
AutoMoG 3D: Automated Data-Driven Model Generation of Multi-Energy Systems Using Hinging Hyperplanes
2021 Frontiers in Energy Research article Engineering Integrated Energy Systems Optimization Open access

Andreas Kämper, Alexander Holtwerth, Ludger Leenders, André Bardow

12

citations
DEDL - An Information Model-based Data Ecosystem Description Language
2026 preprint Computer Science Semantic Web and Ontologies Open access

Lennart Schinke, Jiahang Chen, Jürgen Roßmann

0

citations
Systematic Uncertainties of Atomic Data in Photoionization Modeling
2023 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Ralf Ballhausen, T. R. Kallman, Liyi Gu, Frits B. S. Paerels

5

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
Enhancing urban energy modeling: A case study of data acquisition, enrichment, and evaluation in Berlin
2025 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Felix Rehmann, Martín Mosteiro-Romero, Clayton Carl Miller, Rita Streblow

8

citations
A Data-driven Reduced Order Modeling Approach Applied In Context Of Numerical Analysis And Optimization Of Plastic Profile Extrusion
2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Norbert Hosters

0

citations
Copula-based synthetic data generation for machine learning emulators in weather and climate: application to a simple radiation model
2021 preprint Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access cited by 1 patent

Thomas Nagler, Robin James Hogan

12

citations
Model-Based Probabilistic Inversion Using Magnetic Data: A Case Study on the Kevitsa Deposit
2021 Geosciences article Earth and Planetary Sciences Geological Modeling and Analysis Open access

Nilgün Güdük, Miguel de la Varga, Janne Kaukolinna, Florian Wellmann

15

citations
Reference Data Model For Customer Success Management In The Subscription Business Of Manufacturing Companies
2023 Publication Server of FIR e. V. an der RWTH Aachen article Business, Management and Accounting Service and Product Innovation Open access

Lennard Holst, Günther (Prof. Dr.-Ing.) Schuh, Volker (Prof. Dr.-Ing.) Stich

0

citations
MAST: a hybrid Multi-Agent Spatio-Temporal model of tumor microenvironment informed using a data-driven approach
2022 Bioinformatics Advances article Mathematics Mathematical Biology Tumor Growth Open access

Giulia Cesaro, Mikele Milia, Giacomo Baruzzo, Francesco Morandini, Alessio Lazzarini, Piergiorgio Alotto, +4 more

12

citations
Data‐driven personalization of a physiologically based pharmacokinetic model for caffeine: A systematic assessment
2021 CPT Pharmacometrics & Systems Pharmacology article Pharmacology, Toxicology and Pharmaceutics Pharmacogenetics and Drug Metabolism Open access

Rebekka Fendt, Ute Hofmann, Annika R. P. Schneider, Elke Schaeffeler, Rolf Burghaus, Ali Yılmaz, +6 more

29

citations
Globally optimal scheduling of an electrochemical process via data-driven dynamic modeling and wavelet-based adaptive grid refinement
2023 Optimization and Engineering article Engineering Advanced Control Systems Optimization Open access

Chrysanthi Papadimitriou, Tim Varelmann, Christian Schröder, Andreas Jupke, Alexander Mitsos

4

citations
3D crustal stress state of Germany according to a data-calibrated geomechanical model
2021 Solid Earth article Engineering Rock Mechanics and Modeling Open access

Steffen Ahlers, Andreas Henk, Tobias Hergert, Karsten Reiter, Birgit I. R. Müller, Luisa Röckel, +4 more

38

citations
Data usage in the internet of production: development of a process database for data-driven modeling
2025 The International Journal of Advanced Manufacturing Technology article Engineering Digital Transformation in Industry Open access

Christian Brecher, Vincent Lohrmann, Marcel Fey

1

citations
AutoMoG: Automated data-driven Model Generation of multi-energy systems using piecewise-linear regression
2020 Computers & Chemical Engineering article Engineering Integrated Energy Systems Optimization Open access

Andreas Kämper, Ludger Leenders, Björn Bahl, André Bardow

15

citations
Comparative Study and Validation of Photovoltaic Model Formulations for the IBPSA Modelica Library based on Rooftop Measurement Data
2023 Linköping electronic conference proceedings conference-paper Energy Photovoltaic System Optimization Techniques Open access

Laura Maier, Christoph Nytsch‐Geusen, Lucas Westermann, Kushagra Mathur, Michael Wetter, Dirk Müller

1

citations
A high-performance framework for SARS-CoV-2 via data-driven agent-based modeling of infectious dynamics
2026 RWTH Publications (RWTH Aachen) dissertation Mathematics COVID-19 epidemiological studies Open access

Sascha Korf

0

citations
SynthRoads: A framework for comprehensive enrichment of the Scan-to-Twin process for road space modeling with synthetic data
2026 Advanced Engineering Informatics article Engineering 3D Modeling in Geospatial Applications Open access

David Crampen, Marcel Hein, Jörg Blankenbach

0

citations
Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection
2021 Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition conference-paper Computer Science Anomaly Detection Techniques and Applications Open access cited by 5 patents

Oliver Rippel, Patrick Mertens, Dorit Merhof

261

citations