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Transfer Learning Enhanced Full Waveform Inversion

Transfer Learning Enhanced Full Waveform Inversion

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2779271684

Transfer Learning Enhanced Full Waveform Inversion

About this item

Full title

Transfer Learning Enhanced Full Waveform Inversion

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2023-12

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

We propose a way to favorably employ neural networks in the field of non-destructive testing using Full Waveform Inversion (FWI). The presented methodology discretizes the unknown material distribution in the domain with a neural network within an adjoint optimization. To further increase efficiency of the FWI, pretrained neural networks are used t...

Alternative Titles

Full title

Transfer Learning Enhanced Full Waveform Inversion

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2779271684

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2779271684

Other Identifiers

E-ISSN

2331-8422

DOI

10.48550/arxiv.2302.11259

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