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Fatigue Short Crack Growth Prediction of Additively Manufactured Alloy Based on Ensemble Learning
期刊论文
FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES, 2025, 页码: 19./通讯作者:Qian, Guian
Authors:
Huang QH(黄庆辉)
;
Hu, Dianyin
;
Wang, Rongqiao
;
Sergeichev, Ivan
;
Sun JY(孙经雨)
;
Qian GA(钱桂安)
Favorite
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View/Download:217/0
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Submit date:2025/02/24
ensemble learning
fatigue life
interpolation
multiple crack initiation
short crack growth rate
A framework to simulate the crack initiation and propagation in very-high-cycle fatigue of an additively manufactured AlSi10Mg alloy
期刊论文
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS, 2023, 卷号: 175, 页码: 105293./通讯作者:Sun, JY, Qian, GA
Authors:
Sun JY(孙经雨)
;
Qian GA(钱桂安)
;
Li JH(李江华)
;
Li, Ruiyang
;
Jian, Zhimo
;
Hong YS(洪友士)
;
Berto, Filippo
Adobe PDF(6203Kb)
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Submit date:2023/06/15
Crystal plasticity
Cohesive zone model
Very-high-cycle fatigue
Microstructure-sensitive fatigue
Short crack growth
Effects of temperature on tensile and fracture performance of Ti6Al4V alloy fabricated by laser powder bed fusion
期刊论文
THEORETICAL AND APPLIED FRACTURE MECHANICS, 2023, 卷号: 125, 页码: 103931./通讯作者:Qian, GA (corresponding author), Chinese Acad Sci, State Key Lab Nonlinear Mech LNM, Inst Mech, Beijing 100190, Peoples R China.
Authors:
Xiao YM(肖应梦)
;
Qian GA(钱桂安)
;
Sun JY(孙经雨)
;
Berto, Filippo
;
Correia, JoseAF
;
Hong YS(洪友士)
Adobe PDF(18791Kb)
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View/Download:159/47
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Submit date:2023/09/26
Ti6Al4V alloy
Temperature effect
Fracture property
Tensile strength
Laser powder bed fusion
Machine learning based very high cycle fatigue life prediction of AlSi10Mg alloy fabricated by selective laser melting
期刊论文
INTERNATIONAL JOURNAL OF FATIGUE, 2023, 卷号: 171, 页码: 107585./通讯作者:Qian, GA (corresponding author), Chinese Acad Sci, Inst Mech, State Key Lab Nonlinear Mech LNM, Beijing 100190, Peoples R China., Qian, GA (corresponding author), Univ Chinese Acad Sci, Sch Engn Sci, Beijing 100049, Peoples R China.
Authors:
Shi T(时涛)
;
Sun JY(孙经雨)
;
Li JH(李江华)
;
Qian GA(钱桂安)
;
Hong YS(洪友士)
Adobe PDF(17637Kb)
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View/Download:133/15
  |  
Submit date:2023/04/20
Very high cycle fatigue (VHCF)
Machine learning (ML)
Selective laser melting (SLM)
Fatigue life prediction
Interpolation
Mechanical behavior of woven CMCs under non-uniform stress and strain fields
期刊论文
COMPOSITE STRUCTURES, 2022, 卷号: 299, 页码: 10./通讯作者:Yang, Zheng-Mao
Authors:
Yang ZM(杨正茂)
;
Sun, Jing-Yu
;
Yang, Jun-Jie
;
Liu, Tian-Wei
;
Liu, Hui
Adobe PDF(4511Kb)
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View/Download:388/92
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Submit date:2022/09/27
Ceramic-matrix composites (CMCs)
Non-uniform strain
Finite element analysis
Mechanical properties
Weave architecture
Effect of constraint on the fracture property of AlSi10Mg manufactured by selective laser melting
期刊论文
ENGINEERING FRACTURE MECHANICS, 2022, 卷号: 275, 页码: 12./通讯作者:Wang, Xi, Qian, Guian
Authors:
Jiang, Zhonghua
;
Wang, Xi
;
Qian GA(钱桂安)
;
Sun JY(孙经雨)
Adobe PDF(11864Kb)
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Submit date:2022/12/20
Selective laser melting
Fracture assessment
Constraint effect
Plastic zone area
Anisotropic cyclic plasticity modeling for additively manufactured nickel-based superalloys
期刊论文
FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES, 2022, 页码: 17./通讯作者:Yuan, Huang
Authors:
Jin, Shengzhe
;
Sun JY(孙经雨)
;
Yuan, Huang
Adobe PDF(41720Kb)
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View/Download:349/93
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Submit date:2022/07/18
anisotropy
cyclic plasticity
fatigue
multiaxial loading
selective laser melting (SLM)
Multiaxial fatigue life assessment of 304 austenitic stainless steel with a novel energy-based criterion
期刊论文
INTERNATIONAL JOURNAL OF FATIGUE, 2022, 卷号: 159, 页码: 16./通讯作者:Sun, Jingyu
Authors:
Yang, Shun
;
Sun JY(孙经雨)
Adobe PDF(4265Kb)
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Submit date:2022/07/18
Multiaxial fatigue
Loading path
Energy weight coefficient
Non-proportionality
SS304
Experimental and computational investigation of weathering steel Q450NQR1 under high cycle fatigue loading via crystal plasticity finite element method
期刊论文
INTERNATIONAL JOURNAL OF FATIGUE, 2022, 卷号: 159, 页码: 12./通讯作者:Ma, Xianfeng, Sun, Jingyu, Qian, Guian
Authors:
Cong, Tao
;
Li, Ruiyang
;
Zheng, Zhanguang
;
Ma, Xianfeng
;
Wu, Si
;
Zhang, Ruiqi
;
Berto, Filippo
;
Sun JY(孙经雨)
;
Qian GA(钱桂安)
Adobe PDF(17646Kb)
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View/Download:294/76
  |  
Submit date:2022/07/18
Crystal plasticity
Very-high-cycle fatigue
Inclusion
Voronoi tessellation
Fatigue indicator parameter
Defect-induced cracking and fine granular characteristics in very-high-cycle fatigue of laser powder bed fusion AlSi10Mg alloy
期刊论文
INTERNATIONAL JOURNAL OF FATIGUE, 2022, 卷号: 158, 页码: 14./通讯作者:Sun, Jingyu, Qian, Guian
Authors:
Li JH(李江华)
;
Sun JY(孙经雨)
;
Qian GA(钱桂安)
;
Shi LT
Adobe PDF(23542Kb)
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Submit date:2022/07/18
Laser powder bed fusion
Very-high-cycle fatigue
Defect-induced crack
Grain refinement
Misorientation