Simulating fluid dynamics in a cascade of oscillating blades using a convolutional neural network

dc.contributor.author	Bublík, Ondřej
dc.contributor.author	Heidler, Václav
dc.contributor.author	Vimmr, Jan
dc.date.accessioned	2025-09-09T14:05:58Z
dc.date.available	2025-09-09T14:05:58Z
dc.date.issued	2024
dc.date.updated	2025-09-09T14:05:58Z
dc.description.abstract	The paper aims to create a computational model for compressible viscous fluid flow in a blade cascade. The model's core is a convolutional neural network that predicts the unsteady flow field between three moving blades. The paper will present a method for extending the neural network model to the entire cascade.	en
dc.format	2
dc.identifier.isbn	978-80-261-1249-5
dc.identifier.obd	43944563
dc.identifier.orcid	Bublík, Ondřej 0000-0002-6427-2748
dc.identifier.orcid	Heidler, Václav 0000-0002-9419-4453
dc.identifier.orcid	Vimmr, Jan 0000-0003-3311-4592
dc.identifier.uri	http://hdl.handle.net/11025/62791
dc.language.iso	en
dc.project.ID	GA24-12144S
dc.publisher	University of West Bohemia
dc.relation.ispartofseries	Computational mechanics 2024
dc.subject	simulating	en
dc.subject	fluid	en
dc.subject	dynamics	en
dc.subject	cascade	en
dc.subject	oscillating	en
dc.subject	blades	en
dc.subject	using	en
dc.subject	convolutional	en
dc.subject	neural	en
dc.subject	network	en
dc.title	Simulating fluid dynamics in a cascade of oscillating blades using a convolutional neural network	en
dc.type	Stať ve sborníku
dc.type	STAŤ VE SBORNÍKU
dc.type.status	Published Version
local.files.count	1	*
local.files.size	2466949	*
local.has.files	yes	*

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