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Correcting the Discretization Error of Coarse Grid CFD Simulations with Machine Learning

Kiener, Anna and Langer, Stefan and Bekemeyer, Philipp (2022) Correcting the Discretization Error of Coarse Grid CFD Simulations with Machine Learning. The 8th European Congress on Computational Methods in Applied Sciences and Engineering - ECCOMAS 2022, 2022-06-05 - 2022-06-09, Oslo, Norwegen.

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Item URL in elib:https://elib.dlr.de/189238/
Document Type:Conference or Workshop Item (Speech)
Title:Correcting the Discretization Error of Coarse Grid CFD Simulations with Machine Learning
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Kiener, AnnaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Langer, StefanUNSPECIFIEDhttps://orcid.org/0009-0004-3760-4243UNSPECIFIED
Bekemeyer, PhilippUNSPECIFIEDhttps://orcid.org/0009-0001-9888-2499UNSPECIFIED
Date:2022
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:Coarse grid CFD, discretization error, machine learning, random forest, neural network, graph neural network
Event Title:The 8th European Congress on Computational Methods in Applied Sciences and Engineering - ECCOMAS 2022
Event Location:Oslo, Norwegen
Event Type:international Conference
Event Start Date:5 June 2022
Event End Date:9 June 2022
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:other
DLR - Research area:Aeronautics
DLR - Program:L - no assignment
DLR - Research theme (Project):L - no assignment
Location: Braunschweig
Institutes and Institutions:Institute for Aerodynamics and Flow Technology > CASE, BS
Deposited By: Kiener, Anna
Deposited On:02 Nov 2022 10:24
Last Modified:02 Dec 2025 13:23

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