Papers matching “data-driven development” 515
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The Potential of Data-Driven Engineering Models: An Analysis Across Domains in the Automotive Development Process2023 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Systems Engineering Methodologies and Applications
Julian Knödler, Christian Könen, Philip Muhl, Thomas Rudolf, Eric Sax, Hans-Christian Reuss, +2 more
5citations -
Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models2022 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access
Fabian Waschkowski, Haochen Li, Abhishek J. Deshmukh, Temistocle Grenga, Yaomin Zhao, Heinz G. Pitsch, +2 more
4citations -
Data-driven approach on estimating the minimum required supply temperature for building heating systems: method development, extended application evaluation and sensitivity analysis2025 Journal of Building Performance Simulation article Engineering Building Energy and Comfort Optimization
Sascha Johnen, Philipp Althaus, Jan Stock, André Xhonneux, Dirk Müller
1citations -
A Hybrid Knowledge- and Data-driven Model for Automatic Assessment of Induced Spiking Patterns in C-fiber Microneurography: Methodological Development2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neuroscience and Neural Engineering Open access
Alina Troglio, Andrea Fiebig, Anna Maxion, Ekaterina Kutafina, Barbara Namer
0citations -
Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models2024 Flow Turbulence and Combustion article Computer Science Evolutionary Algorithms and Applications Open access
Fabian Waschkowski, Haochen Li, Abhishek J. Deshmukh, Temistocle Grenga, Yaomin Zhao, Heinz G. Pitsch, +2 more
3citations -
PP043 Topic: AS04–Emerging Sciences, Methodologies, Big Data and Technology: “POSITIVE YET PRUDENT”: NURSES’ PERCEPTIONS ABOUT DATA-DRIVEN ALGORITHMS IN PEDIATRIC HIGH DEPENDENCY CARE WITHIN LOW-RESOURCE SETTINGS, A PRE-IMPLEMENTATION AND HUMAN-CENTRED DESIGN STUDY IN MALAWI2024 Pediatric Critical Care Medicine conference-abstract Medicine Healthcare Technology and Patient Monitoring
Margot M. Rakers, Daniel Mwale, Lieke de Mare, Lezzie Chirambo, Bart Bierling, Alice Likumbo, +7 more
0citations -
Incorporating radiomics into clinical trials: expert consensus endorsed by the European Society of Radiology on considerations for data-driven compared to biologically driven quantitative biomarkers2021 European Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Laure S Fournier, Lena I. Costaridou, Luc M. Bidaut, Nicolas Michoux, Frederic E. Lecouvet, Lioe‐Fee de Geus‐Oei, +28 more
114citations -
Vapor compression system data-driven surrogate models for aircraft Environmental Control Systems2025 International Journal of Refrigeration article Engineering Refrigeration and Air Conditioning Technologies Open access
Nicolás Ablanque Mejía, Nasrulloh Ratu Bagus Satrio Loka, Santiago Torras, Sriram Karthik Gurumurthy, Joaquim Rigola, C. Oliet, +3 more
3citations -
Cautiously optimistic: paediatric critical care nurses’ perspectives on data-driven algorithms in low-resource settings—a human-centred design study in Malawi2024 BMC Global and Public Health article Medicine Healthcare Technology and Patient Monitoring Open access
Margot M. Rakers, Daniel Mwale, Lieke de Mare, Lezzie Chirambo, Bart Bierling, Alice Likumbo, +6 more
3citations