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  • Search: subject:"Informed machine learning"
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Year of publication
Subject
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Artificial intelligence 1 Expert knowledge 1 Informed machine learning 1 Künstliche Intelligenz 1 Quality prediction 1 Shape constraints 1 Small datasets 1 Surface finishing 1 Traffic 1 Traffic volume 1 Verkehr 1 Verkehrsaufkommen 1 parameter identification 1 physics-informed machine learning 1 traffic flow models 1
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Online availability
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Free 1 Undetermined 1
Type of publication
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Article 2
Type of publication (narrower categories)
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Article 1 Article in journal 1 Aufsatz in Zeitschrift 1
Language
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English 2
Author
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Ihlenfeldt, Steffen 1 Jin, Li 1 Link, Patrick 1 Poursanidis, Miltiadis 1 Schmid, Jochen 1 Tang, Yu 1 Teicher, Uwe 1 Zache, Rebekka 1 von Kurnatowski, Martin 1 Özbay, Kaan 1
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Published in...
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Journal of Intelligent Manufacturing 1 Transportation science 1
Source
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ECONIS (ZBW) 1 EconStor 1
Showing 1 - 2 of 2
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Physics-informed machine learning for calibrating macroscopic traffic flow models
Tang, Yu; Jin, Li; Özbay, Kaan - In: Transportation science 58 (2024) 6, pp. 1389-1402
Persistent link: https://www.econbiz.de/10015359362
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Capturing and incorporating expert knowledge into machine learning models for quality prediction in manufacturing
Link, Patrick; Poursanidis, Miltiadis; Schmid, Jochen; … - In: Journal of Intelligent Manufacturing 33 (2022) 7, pp. 2129-2142
Increasing digitalization enables the use of machine learning (ML) methods for analyzing and optimizing manufacturing processes. A main application of ML is the construction of quality prediction models, which can be used, among other things, for documentation purposes, as assistance systems for...
Persistent link: https://www.econbiz.de/10015271536
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