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Bilinear residual network method for solving the exactly explicit solutions of nonlinear evolution e...

Bilinear residual network method for solving the exactly explicit solutions of nonlinear evolution e...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2638855238

Bilinear residual network method for solving the exactly explicit solutions of nonlinear evolution equations

About this item

Full title

Bilinear residual network method for solving the exactly explicit solutions of nonlinear evolution equations

Author / Creator

Publisher

Dordrecht: Springer Netherlands

Journal title

Nonlinear dynamics, 2022-03, Vol.108 (1), p.521-531

Language

English

Formats

Publication information

Publisher

Dordrecht: Springer Netherlands

More information

Scope and Contents

Contents

In this work, bilinear residual network method is proposed to solve nonlinear evolution equations. The activation function in final layer of deep neural network cannot interact with the neuron inside the deep neural network, but the residual network can transfer the input layer to the activation function in final layer to realize the interaction wi...

Alternative Titles

Full title

Bilinear residual network method for solving the exactly explicit solutions of nonlinear evolution equations

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2638855238

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2638855238

Other Identifiers

ISSN

0924-090X

E-ISSN

1573-269X

DOI

10.1007/s11071-022-07207-x

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