Discovering PDEs Corrections from Data Within a Hybrid Modeling Framework

Chady Ghnatios; Francisco Chinesta

doi:10.3390/math13010005

Discovering PDEs Corrections from Data Within a Hybrid Modeling Framework

Chady Ghnatios
, Francisco Chinesta

School of Engineering

Laboratoire Univers et Particules de Montpellier, Université Montpellier, CNRS/IN2P3

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	5
Journal	Mathematics
Volume	13
Issue number	1
DOIs	https://doi.org/10.3390/math13010005
State	Published - Jan 2025

ASJC Scopus Subject Areas

Computer Science (miscellaneous)
General Mathematics
Engineering (miscellaneous)

Keywords

PINN
model discovery
physics-informed neural networks
scientific machine learning
sparse SVD

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10.3390/math13010005

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

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author = "Chady Ghnatios and Francisco Chinesta",

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doi = "10.3390/math13010005",

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KW - model discovery

KW - physics-informed neural networks

KW - scientific machine learning

KW - sparse SVD

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Discovering PDEs Corrections from Data Within a Hybrid Modeling Framework

ASJC Scopus Subject Areas

Keywords

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