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Heat Source Model Development for Thermal Analysis of Laser Powder Bed Fusion Using Bayesian Optimization and Machine Learning
Description/Abstract:
To understand the correlation between process, structures, and properties in laser powder bed fusion (L-PBF), it is essential to use nume...
Keyword:
Bayesian optimization
,
Heat source model
,
Laser powder bed fusion
,
Laser scanning conditions
,
Multiple linear regression
, and
Thermal analysis
Resource Type:
Article
Author:
Masahiro Kusano
and
Makoto Watanabe
Journal:
Integrating Materials and Manufacturing Innovation
Date Uploaded:
09/04/2024
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Bayesian optimization
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Heat source model
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Laser powder bed fusion
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Laser scanning conditions
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Multiple linear regression
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English
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Springer Science and Business Media LLC
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Creative Commons BY Attribution 4.0 International
1
Author
Makoto Watanabe
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Masahiro Kusano
1
Funder
JSPS KAKENHI
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1
Japan Science and Technology Agency
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Integrating Materials and Manufacturing Innovation
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