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Structural mechanism of glass transition uncovered by unsupervised machine learning
期刊论文
ACTA MATERIALIA, 2024, 卷号: 281, 页码: 11./通讯作者:Yang, Zeng-Yu, Miao, Qing, Wang, Yun-Jiang
Authors:
Yang ZY(杨增宇)
;
Miao, Qing
;
Dan, JiaKun
;
Liu, MingTao
;
Wang YJ(王云江)
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View/Download:43/0
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Submit date:2024/11/01
Glass transition
Unsupervised machine learning
Structural origin
Superfast atoms
Hidden spatiotemporal sequence in transition to shear band in amorphous solids
期刊论文
Physical Review Research, 2022, 卷号: 154, 页码: 103309
Authors:
Yang ZY(杨增宇)
;
Wang YJ(王云江)
;
Dai LH(戴兰宏)
Adobe PDF(4139Kb)
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Submit date:2023/03/16
Ergodic Structural Diversity Predicts Dynamics in Amorphous Materials
期刊论文
FRONTIERS IN MATERIALS, 2022, 卷号: 9, 页码: 8./通讯作者:Wang, Yun-Jiang
Authors:
Yang ZY(杨增宇)
;
Wang YJ(王云江)
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Submit date:2022/05/17
shannon entropy
structure-property relationship
amorphous materials
potential-energy landscape
boson peak
Correlation between vibrational anomalies and emergent anharmonicity of the local potential energy landscape in metallic glasses
期刊论文
PHYSICAL REVIEW B, 2022, 卷号: 105, 期号: 1, 页码: 11./通讯作者:Wang, Yun-Jiang
Authors:
Yang ZY(杨增宇)
;
Wang YJ(王云江)
;
Zaccone,Alessio
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Submit date:2022/03/22
Machine learning atomic-scale stiffness in metallic glass
期刊论文
EXTREME MECHANICS LETTERS, 2021, 卷号: 48, 页码: 5./通讯作者:Wang, Yun-Jiang
Authors:
Peng ZH(彭正瀚)
;
Yang ZY(杨增宇)
;
Wang YJ(王云江)
Adobe PDF(1663Kb)
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Submit date:2021/09/08
Metallic glass
Machine learning
Atomic stiffness
Molecular dynamics
Machine-learning integrated glassy defect from an intricate configurational-thermodynamic-dynamic space
期刊论文
PHYSICAL REVIEW B, 2021, 卷号: 104, 期号: 6, 页码: 14./通讯作者:Wang, Yun-Jiang
Authors:
Yang ZY(杨增宇)
;
Wei D(魏丹)
;
Zaccone, Alessio
;
Wang YJ(王云江)
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Submit date:2021/09/07
The crucial geometric distinctions of microfractures as the indispensable transportation channels in hydrocarbon-rich shale reservoir
期刊论文
ENERGY REPORTS, 2020, 卷号: 6, 页码: 2056-2065./通讯作者:Du, SH
Authors:
Zeng YJ
;
Du SH(杜书恒)
;
Zhang X(张旭)
;
Zhang BP
;
Liu HL
Adobe PDF(6386Kb)
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Submit date:2021/02/09
Microfracture
Transportation channels
Shale
Reservoir
The effective fracture strength and fracture toughness of solids with energy dissipation confined to localized strips
期刊论文
INTERNATIONAL JOURNAL OF PLASTICITY, 2019, 卷号: 120, 页码: 47-63./通讯作者:Wei, Yujie
Authors:
Zeng XG
;
Wei YJ(魏宇杰)
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Submit date:2019/09/09
Effective toughness
Fracture strength
Strain softening
Shear banding
Strip-yield model
Crack deflection in brittle media with heterogeneous interfaces and its application in shale fracking
期刊论文
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS, 2017, 卷号: 101, 页码: 235-249
Authors:
Zeng XG
;
Wei YJ(魏宇杰)
;
Wei, YJ (reprint author), Chinese Acad Sci, Inst Mech, LNM, Beijing 100190, Peoples R China.
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Submit date:2017/07/24
Brittle Materials
Shale Hydraulic Fracturing
Crack Deflection
Strain Energy Release Rate
Heterogeneous Interfaces
The influence of crack-orientation distribution on the mechanical properties of pre-cracked brittle media
期刊论文
INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES, 2016, 卷号: 96, 页码: 64-73
Authors:
Zeng, XG
;
Wei YJ(魏宇杰)
;
Wei, YJ (reprint author), Chinese Acad Sci, Inst Mech, LNM, Beijing 100190, Peoples R China.
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Submit date:2016/12/08
Pre-cracked Media
Crack Distribution
Extended Finite Element Method (Xfem)
Elastic Properties
Strength