Discovering PDEs Corrections from Data Within a Hybrid Modeling Framework

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title = "Discovering PDEs Corrections from Data Within a Hybrid Modeling Framework",

keywords = "model discovery, physics-informed neural networks, PINN, scientific machine learning, sparse SVD",

author = "Chady Ghnatios and Francisco Chinesta",

note = "Publisher Copyright: {\textcopyright} 2024 by the authors.",

year = "2025",

month = jan,

doi = "10.3390/math13010005",

language = "English",

volume = "13",

number = "1",

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AU - Chinesta, Francisco

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KW - model discovery

KW - physics-informed neural networks

KW - PINN

KW - scientific machine learning

KW - sparse SVD

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