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PINN-BO: A Black-Box Optimization Algorithm Using Physics-Informed Neural Networks

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posted on 2025-08-12, 06:32 authored by Dat Phan-Trong, Hung The Tran, Alistair ShiltonAlistair Shilton, Sunil GuptaSunil Gupta
PINN-BO: A Black-Box Optimization Algorithm Using Physics-Informed Neural Networks

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  • No

Access conditions

The accepted manuscript version of this output is under embargo until 22 August 2025. After that date, it will be available.

Language

eng

Publication classification

B1 Book chapter

Copyright notice

This version of the article has been accepted for publication, after peer review (when applicable) and is subject to Springer Nature’s AM terms of use, but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: http://dx.doi.org/10.1007/978-3-031-70344-7_21

Volume

14942

Pagination

357-374

ISSN

0302-9743

eISSN

1611-3349

ISBN-13

9783031703430

Publisher

Springer Nature Switzerland

Place of publication

Cham, Switzerland

Title of book

Machine Learning and Knowledge Discovery in Databases. Research Track

Series

Lecture Notes in Computer Science

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