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科研机构
力学研究所 [20]
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期刊论文 [20]
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2023 [3]
2022 [6]
2021 [6]
2020 [4]
2019 [1]
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Materials ... [1]
Mechanics [1]
Physics, C... [1]
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专题:力学研究所
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Improved Quantum-Classical Treatment of N
2
-N
2
Inelastic Collisions: Effect of the Potentials and Complete Rate Coefficient Data Sets
期刊论文
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2023, 卷号: 19, 期号: 23, 页码: 8557-8571
作者:
Hong QZ(洪启臻)
;
Storchi, Loriano
;
Sun QH(孙泉华)
;
Bartolomei, Massimiliano
;
Pirani, Fernando
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/01/22
DeepStSNet: Reconstructing the quantum state-resolved thermochemical nonequilibrium flowfield using deep neural operator learning with scarce data
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 491, 页码: 112344
作者:
Lv JQ(吕家琦)
;
Hong QZ(洪启臻)
;
Wang XY(王小永)
;
Mao, Zhiping
;
Sun QH(孙泉华)
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/09/26
Hypersonic
Thermochemical nonequilibrium
State-to-state approach
Deep learning
Multiphysics
Data assimilation
Inelastic N-2+H-2 collisions and quantum-classical rate coefficients: large datasets and machine learning predictions
期刊论文
EUROPEAN PHYSICAL JOURNAL D, 2023, 卷号: 77, 期号: 7, 页码: 128
作者:
Hong QZ(洪启臻)
;
Storchi, Loriano
;
Bartolomei, Massimiliano
;
Pirani, Fernando
;
Sun QH(孙泉华)
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/09/05
A computational method for the load spectra of large-scale structures with a data-driven learning algorithm
期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2022, 页码: 14
作者:
Chen, XianJia
;
Yuan, Zheng
;
Li, Qiang
;
Sun, ShouGuang
;
Wei, YuJie
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/02/09
load spectrum
computational mechanics
deep learning
data-driven modeling
gated recurrent unit neural network
Perspectives of Machine Learning Development on Kerogen Molecular Model Reconstruction and Shale Oil/Gas Exploitation
期刊论文
ENERGY & FUELS, 2022, 页码: 20
作者:
Kang DL(康东亮)
;
Ma J(马骏)
;
Zhao YP(赵亚溥)
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2023/02/03
Predicting the Molecular Models, Types, and Maturity of Kerogen in Shale Using Machine Learning and Multi-NMR Spectra
期刊论文
ENERGY & FUELS, 2022, 页码: 13
作者:
Kang, Dongliang
;
Zhao, Ya-Pu
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/08/10
A robust super-resolution reconstruction model of turbulent flow data based on deep learning
期刊论文
COMPUTERS & FLUIDS, 2022, 卷号: 239, 页码: 15
作者:
Zhou, Zhideng
;
Li, Binglin
;
Yang, Xiaolei
;
Yang, Zixuan
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/07/18
Super-resolution model
Direct numerical simulation
Large-Eddy simulation
Isotropic turbulence
Unresolved scales
Defining kerogen maturity from orbital hybridization by machine learning
期刊论文
FUEL, 2022, 卷号: 310, 页码: 10
作者:
Ma J(马俊)
;
Kang DL(康东亮)
;
Wang XH(王晓荷)
;
Zhao YP(赵亚溥)
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2021/11/29
Kerogen maturity
Orbital hybridization
Machine learning
Quantum chemistry
Multiresolution Hypergraph Neural Network for Intelligent Fault Diagnosis
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 10
作者:
Yan,Xunshi
;
Liu Y(刘洋)
;
Zhang CA(张陈安)
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2022/11/14
Convolution
Fault diagnosis
Correlation
Task analysis
Machinery
Machine learning algorithms
Laplace equations
Fault diagnosis
graph convolutional network (GCN)
hypergraph
hypergraph neural network (HGNN)
multiresolution
Physics-driven machine learning model on temperature and time-dependent deformation in lithium metal and its finite element implementation
期刊论文
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS, 2021, 卷号: 153, 页码: 104481
作者:
Wen JC(温济慈)
;
Zou, Qingrong
;
Wei YJ(魏宇杰)
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/10/25
Physics-driven machine learning
Lithium-metal anode
Creep
Finite-element analysis
Constitutive model
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