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Top-down constitutive modelling to capture nanoscale shear localization
期刊论文
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS, 2024, 卷号: 187, 页码: 17
作者:
Wen, Jici
;
Wei, Yujie
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提交时间:2024/06/11
Deformation localization
Physics -Driven Machine Learning
Constitutive Model
Nanoscale shear bands
An investigation of self-interstitial diffusion in
α
-zirconium by an on-the-fly machine learning force field
期刊论文
AIP ADVANCES, 2024, 卷号: 14, 期号: 5, 页码: 7
作者:
Shi, Tan
;
Liu, Wenlong
;
Zhang, Chen
;
Lyu, Sixin
;
Sun, Zhipeng
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提交时间:2024/06/17
Application of artificial neural networks throughout the entire life cycle of coatings: A comprehensive review
期刊论文
PROGRESS IN ORGANIC COATINGS, 2024, 卷号: 189, 页码: 22
作者:
Ning, Zenglei
;
Zhao, Xia
;
Fan, Liang
;
Peng, Zhongbo
;
Ma, Fubin
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浏览/下载:0/0
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提交时间:2024/06/04
Artificial neural networks
Formulation design
Preparation process
micro defects
Service life
A Deep Learning Method for Dynamic Process Modeling of Real Landslides Based on Fourier Neural Operator
期刊论文
EARTH AND SPACE SCIENCE, 2024, 卷号: 11, 期号: 3, 页码: 13
作者:
Chen, Yanglong
;
Ouyang, Chaojun
;
Xu, Qingsong
;
Yang, Weibin
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浏览/下载:0/0
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提交时间:2024/04/19
deep learning
landslide
dynamic process
Fourier neural operator
data-driven method
Stochastic dynamics of aircraft ground taxiing via improved physics-informed neural networks
期刊论文
NONLINEAR DYNAMICS, 2024, 页码: 16
作者:
Zhang, Ying
;
Jin, Zhengrong
;
Wang L(王笼)
;
Zheng, Kaixin
;
Jia, Wantao
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浏览/下载:3/0
  |  
提交时间:2024/02/19
PINNs
Aircraft ground taxiing model
Fokker-Planck equations
Inverse problem
New Paradigm for Economic and Financial Research With Generative AI: Impact and Perspective
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 11
作者:
Zheng, Xiaolong
;
Li, Jingyu
;
Lu, Mengyao
;
Wang, Fei-Yue
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浏览/下载:4/0
  |  
提交时间:2024/02/22
Economics
Biological system modeling
Data models
Task analysis
Behavioral sciences
Big Data
Analytical models
finance
generative artificial intelligence (GAI)
reinforcement learning from human feedback (RLHF)
research paradigm
Micropillar compression using discrete dislocation dynamics and machine learning
期刊论文
THEORETICAL AND APPLIED MECHANICS LETTERS, 2024, 卷号: 14, 期号: 1, 页码: 100484
作者:
Tao, Jin
;
Wei DA(魏德安)
;
Yu, Junshi
;
Kan, Qianhua
;
Kang, Guozheng
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浏览/下载:2/0
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提交时间:2024/01/15
Discrete dislocation dynamics simulations
Machine learning
Size effects
Orientation effects
Microstructural features
Physical interpretation of neural network-based nonlinear eddy viscosity models
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 142, 页码: 13
作者:
Zhang, Xin-Lei
;
Xiao, Heng
;
Jee, Solkeun
;
He, Guowei
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  |  
浏览/下载:12/0
  |  
提交时间:2023/11/28
Machine learning
Turbulence modeling
Ensemble Kalman inversion
Physical interpretability
Machine learning informed visco-plastic model for the cyclic relaxation of 316H stainless steel at 550 °C
期刊论文
INTERNATIONAL JOURNAL OF PLASTICITY, 2023, 卷号: 170, 页码: 23
作者:
Du R(杜柔)
;
Song HX(宋恒旭)
;
Gao, Fuhai
;
Mo, Yafei
;
Yan, Ziming
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/02/19
Cyclic relaxation
High -temperature plasticity
Visco-plastic constitutive model
Bayesian method
Fatigue and creep
Brain-inspired neural circuit evolution for spiking neural networks
期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2023, 卷号: 120, 期号: 39, 页码: 10
作者:
Shen, Guobin
;
Zhao, Dongcheng
;
Dong, Yiting
;
Zeng, Yi
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  |  
浏览/下载:0/0
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提交时间:2024/02/21
brain-inspired
neural circuit evolution
spiking neural networks
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