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Makoto Watanabe
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Japan Science and Technology Agency
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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
Solute segregation in a rapidly solidified Hastelloy-X Ni-based superalloy during laser powder bed fusion investigated by phase-field and computational thermal-fluid dynamics simulations
Description/Abstract:
Solute segregation significantly affects material properties and is a critical issue in the laser powder-bed fusion (LPBF) additive manuf...
Keyword:
Computational thermal-fluid dynamics simulation
,
Hastelloy-X nickel-based superalloy
,
Laser powder-bed fusion
,
Phase-field method
, and
Solute element segregation
Resource Type:
Article
Author:
Masayuki Okugawa
,
Kenji Saito
,
Haruki Yoshima
,
Katsuhiko Sawaizumi
,
Sukeharu Nomoto
,
Makoto Watanabe
,
Takayoshi Nakano
, and
Yuichiro Koizumi
Journal:
Additive Manufacturing
Date Uploaded:
02/04/2024
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Bayesian optimization
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Computational thermal-fluid dynamics simulation
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Hastelloy-X nickel-based superalloy
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Heat source model
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Laser powder bed fusion
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English
2
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Elsevier BV
1
Springer Science and Business Media LLC
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2
Rights Statement Sim
Creative Commons BY Attribution 4.0 International
2
Author
Makoto Watanabe
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Haruki Yoshima
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Katsuhiko Sawaizumi
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Kenji Saito
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Masahiro Kusano
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Japan Science and Technology Agency
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JSPS KAKENHI
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Japan Society for the Promotion of Science
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Journal
Additive Manufacturing
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Integrating Materials and Manufacturing Innovation
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