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General-Kindred Physics-Informed Neural Network to the Solutions of Singularly Perturbed Differentia...

General-Kindred Physics-Informed Neural Network to the Solutions of Singularly Perturbed Differentia...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_3097957921

General-Kindred Physics-Informed Neural Network to the Solutions of Singularly Perturbed Differential Equations

About this item

Full title

General-Kindred Physics-Informed Neural Network to the Solutions of Singularly Perturbed Differential Equations

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2024-08

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

Physics-Informed Neural Networks (PINNs) have become a promising research direction in the field of solving Partial Differential Equations (PDEs). Dealing with singular perturbation problems continues to be a difficult challenge in the field of PINN. The solution of singular perturbation problems often exhibits sharp boundary layers and steep gradi...

Alternative Titles

Full title

General-Kindred Physics-Informed Neural Network to the Solutions of Singularly Perturbed Differential Equations

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_3097957921

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_3097957921

Other Identifiers

E-ISSN

2331-8422

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