Aerodynamic and aeroacoustic optimization of an isolated propeller based on variable-fidelity deep neural network surrogate model with uncertainty quantification

Geng, Xin; Liu, Peiqing; Hu, Tianxiang; Qu, Qiulin; Li, Yunlong; Ge, Yunsong; Wang, Jun; Guo, Hao; Noack, Bernd R.; Akkermans, Rinie A. D.

doi:10.1016/j.ast.2026.112283

DC Element	Wert	Sprache
dc.contributor.author	Geng, Xin	-
dc.contributor.author	Liu, Peiqing	-
dc.contributor.author	Hu, Tianxiang	-
dc.contributor.author	Qu, Qiulin	-
dc.contributor.author	Li, Yunlong	-
dc.contributor.author	Ge, Yunsong	-
dc.contributor.author	Wang, Jun	-
dc.contributor.author	Guo, Hao	-
dc.contributor.author	Noack, Bernd R.	-
dc.contributor.author	Akkermans, Rinie A. D.	-
dc.date.accessioned	2026-06-17T09:38:08Z	-
dc.date.available	2026-06-17T09:38:08Z	-
dc.date.issued	2026-10	-
dc.identifier.issn	1626-3219	en_US
dc.identifier.uri	https://hdl.handle.net/20.500.12738/19426	-
dc.language.iso	en	en_US
dc.publisher	Elsevier	en_US
dc.relation.ispartof	Aerospace science and technology	en_US
dc.subject	Propeller	en_US
dc.subject	Optimization	en_US
dc.subject	Variable-fidelity deep neural network	en_US
dc.subject	Surrogate model	en_US
dc.subject	Uncertainty quantification	en_US
dc.subject.ddc	620: Ingenieurwissenschaften	en_US
dc.title	Aerodynamic and aeroacoustic optimization of an isolated propeller based on variable-fidelity deep neural network surrogate model with uncertainty quantification	en
dc.type	Article	en_US
dc.description.version	PeerReviewed	en_US
tuhh.container.issue	Part A	en_US
tuhh.container.volume	177	en_US
tuhh.oai.show	true	en_US
tuhh.publication.institute	Fakultät Luftfahrt- und Fahrzeugsysteme	en_US
tuhh.publication.institute	Forschungs- und Transferzentrum Future Mobility and Acoustics	en_US
tuhh.publisher.doi	10.1016/j.ast.2026.112283	-
tuhh.type.opus	(wissenschaftlicher) Artikel	-
dc.type.casrai	Journal Article	-
dc.type.dini	article	-
dc.type.driver	article	-
dc.type.status	info:eu-repo/semantics/publishedVersion	en_US
dcterms.DCMIType	Text	-
local.comment.external	article number: 112283	en_US
item.languageiso639-1	en	-
item.creatorGND	Geng, Xin	-
item.creatorGND	Liu, Peiqing	-
item.creatorGND	Hu, Tianxiang	-
item.creatorGND	Qu, Qiulin	-
item.creatorGND	Li, Yunlong	-
item.creatorGND	Ge, Yunsong	-
item.creatorGND	Wang, Jun	-
item.creatorGND	Guo, Hao	-
item.creatorGND	Noack, Bernd R.	-
item.creatorGND	Akkermans, Rinie A. D.	-
item.creatorOrcid	Geng, Xin	-
item.creatorOrcid	Liu, Peiqing	-
item.creatorOrcid	Hu, Tianxiang	-
item.creatorOrcid	Qu, Qiulin	-
item.creatorOrcid	Li, Yunlong	-
item.creatorOrcid	Ge, Yunsong	-
item.creatorOrcid	Wang, Jun	-
item.creatorOrcid	Guo, Hao	-
item.creatorOrcid	Noack, Bernd R.	-
item.creatorOrcid	Akkermans, Rinie A. D.	-
item.openairetype	Article	-
item.cerifentitytype	Publications	-
item.fulltext	No Fulltext	-
item.openairecristype	http://purl.org/coar/resource_type/c_6501	-
item.grantfulltext	none	-
crisitem.author.dept	Department Fahrzeugtechnik und Flugzeugbau (ehemalig, aufgelöst 10.2025)	-
crisitem.author.parentorg	Fakultät Technik und Informatik (ehemalig, aufgelöst 10.2025)	-
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