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Title:

Predicting the local solidification time using spherical neural networks

Document type:
Zeitschriftenaufsatz
Author(s):
Erber, Maximilian; Rosnitschek, Tobias; Bauer, Constantin; Ali Güldali, Muhammet; Alber-Laukant, Bettina; Tremmel, Stephan; Volk, Wolfram; Hartmann, Christoph
Abstract:
Castings are predestined for the application of structural optimization, but to date, the integration of process simulation into structural optimization is limited due to high computational cost and is therefore often neglected at the beginning of the design process. This leads to the need for surrogate models, which allow a fast and simplified evaluation of design proposals during the optimization in order to improve the integration. This article introduces a novel approach that estimates the s...     »
Journal title:
IOP Conference Series: Materials Science and Engineering
Year:
2023
Journal volume:
1281
Journal issue:
1
Pages contribution:
012037
Covered by:
Scopus
Reviewed:
ja
Fulltext / DOI:
doi:10.1088/1757-899x/1281/1/012037
Publisher:
IOP Publishing
E-ISSN:
1757-89811757-899X
Date of publication:
01.05.2023
TUM Institution:
Lehrstuhl für Umformtechnik und Gießereiwesen
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