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Papers matching “data model” 1,945

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Data Harmonization and Federated Learning for Multi-Cohort Dementia Research Using the OMOP Common Data Model: A Netherlands Consortium of Dementia Cohorts Case Study
2024 SSRN Electronic Journal preprint Computer Science Privacy-Preserving Technologies in Data Open access

Pedro da Costa Mateus, Justine E. F. Moonen, Magdalena Beran, Eva A. Jaarsma, Sophie M. van der Landen, Joost Heuvelink, +10 more

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
Towards hybrid and explainable data-driven models for forming processes: addressing the gap between simulation, process data, and model validation
2026 Research Square preprint Engineering Metal Forming Simulation Techniques Open access

Daria Gelbich, Markus Schumann, Jonas Moske, Philipp Niemietz, Pascal Heinzelmann, Jonas Knoche, +16 more

0

citations
Towards a Simple and Extensible Standard for Object-Centric Event Data (OCED) -- Core Model, Design Space, and Lessons Learned
2024 arXiv (Cornell University) preprint Business, Management and Accounting Business Process Modeling and Analysis Open access

Dirk Fahland, Marco Montali, Julian Lebherz, Wil M. P. van der Aalst, Maarten van Asseldonk, Lien Bosmans, +8 more

6

citations
The Influence of Inhomogeneous Input Data from Different Waves on Predictive Model Development for COVID-19 ICU Patients (Preprint)
2021 preprint Computer Science Machine Learning in Healthcare Open access

Sebastian Johannes Fritsch, Konstantin Sharafutdinov, Moein E. Samadi, Gernot Marx, Andreas Schuppert, Johannes Bickenbach

0

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
Quantifying uncertainties of satellite NO 2 superobservations for data assimilation and model evaluation
2024 preprint Earth and Planetary Sciences Atmospheric chemistry and aerosols Open access

Pieter Rijsdijk, Henk J. Eskes, Arlene Dingemans, K. F. Boersma, Takashi Sekiya, Kazuyuki Miyazaki, +1 more

6

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

Thomas Nagler, Robin James Hogan

12

citations
Automatic digital twin data model generation of building energy systems from piping and instrumentation diagrams
2021 arXiv (Cornell University) preprint Engineering BIM and Construction Integration Open access

Florian Stinner, Martin Wiecek, Marc Baranski, Alexander Kümpel, Dirk Müller

5

citations
Adapting Document-Grounded Dialog Systems to Spoken Conversations using Data Augmentation and a Noisy Channel Model
2021 arXiv (Cornell University) preprint Computer Science Speech and dialogue systems Open access

David Thulke, Nico Daheim, Christian Dugast, Hermann Ney

2

citations
Real-Life Data-Driven Model Predictive Control for Building Energy Systems Comparing Different Machine Learning Models
2023 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Max Berktold, Dirk Müller

3

citations
A data-driven microscopic on-ramp model based on macroscopic network flows
2023 RWTH Publications (RWTH Aachen) preprint Engineering Traffic control and management Open access

Niklas Kolbe, Moritz Berghaus, Eszter Kalló, Michaël Herty, Markus Oeser

0

citations
Prediction models with survival data: a comparison between machine learning and the Cox proportional hazards model
2022 medRxiv preprint Mathematics Statistical Methods and Inference Open access

Audinga‐Dea Hazewinkel, Hans A. J. Gelderblom, Marta F. Fiocco

8

citations
Leverage Multi-source Traffic Demand Data Fusion with Transformer Model for Urban Parking Prediction
2024 arXiv (Cornell University) preprint Engineering Smart Parking Systems Research Open access

Yin Huang, Yongqi Dong, Youhua Tang, LI Li

2

citations
A hybrid model combining evolutionary probability and machine learning leverages data-driven protein engineering
2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics Open access

Alexander-Maurice Illig, Niklas E. Siedhoff, Ulrich Schwaneberg, Mehdi D. Davari

11

citations
IQLS: Framework for leveraging Metadata to enable Large Language Model based queries to complex, versatile Data
2024 arXiv (Cornell University) preprint Computer Science Semantic Web and Ontologies Open access

Sami Azirar, Hossam A. Gabbar, Chaouki Regoui

0

citations
Extreme data compression for Bayesian model comparison
2023 arXiv (Cornell University) preprint Mathematics Statistical Methods and Bayesian Inference Open access

Alan Heavens, Arrykrishna Mootoovaloo, Roberto Trotta, Elena Sellentin

0

citations
A Joint Data- and Model-Driven Approach Simulating the Behaviour of a Walkalong Glider
2023 preprint Engineering Aerospace and Aviation Technology Open access

Dieuwertje Alblas, Mark van den Bosch, Vivi Rottschäfer, Felix L. Schwenninger, Len Spek, Lotte Weedage, +1 more

0

citations
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model
2023 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, +3 more

2

citations
DAISIEprep: an R package for the extraction and formatting of data for the island biogeography model DAISIE
2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Ecology and Vegetation Dynamics Studies Open access

Joshua W. Lambert, Lizzie Roeble, Théo Pannetier, Rampal S. Etienne, Luís Valente

0

citations
Development and Improvement of a Transient Temperature Model of PV Modules: Concept of Trailing Data
2023 preprint Energy Solar Thermal and Photovoltaic Systems Open access

Whyte Goodfriend, Pieters E Bart, Merdzhanova Tsvetelina, Agbo Solomon, Ezema Fabian, Uwe Rau

0

citations
Mapping OHDSI OMOP Common Data Model and GA4GH Phenopackets for COVID-19 disease epidemics and analytics
2022 preprint Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access

Núria Queralt-Rosiñach, Pablo Alarcón Moreno, Tiffany J. Callahan, Giovanni Delussu, Charlotte Fraboulet, Leyla Jael Castro, +7 more

4

citations
DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data
2020 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Dan Ping Jia, Alexander Hermans, Bastian Leibe

0

citations
Pattern-mixture model in network meta-analysis of binary missing outcome data: one-stage or two-stage approach?
2020 Research Square preprint Decision Sciences Meta-analysis and systematic reviews Open access

Loukia Maria Spineli, Katerina Papadimitropoulou, Chrysostomos Kalyvas

0

citations
Data-driven Parameters Tuning for Predictive Performance Improvement of Wire Bonder Multi-body Model
2024 preprint Engineering Control Systems and Identification Open access

Xiaodong Cheng, A. Di Bucchianico, Najmeh Javanmardi, Matthijs de Jong, Emil Lykke Diget, Colin P. Please, +4 more

1

citations