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Enhancing Representation Power of Deep Neural Networks With Negligible Parameter Growth for Industrial Applications
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 12
作者:
Chen, Liangming
;
Jin, Long
;
Shang, Mingsheng
;
Wang, Fei-Yue
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浏览/下载:0/0
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提交时间:2024/05/30
Residual neural networks
Vectors
Noise
Biological neural networks
Medical services
Defect detection
Agriculture
Deep neural networks (DNNs)
industrial applications
ordinary differential equation (ODE)
representation power
Structure and role of the pressure Hessian in regions of strong vorticity in turbulence
期刊论文
JOURNAL OF FLUID MECHANICS, 2024, 卷号: 983, 页码: 12
作者:
Yang, P. -F.
;
Xu, H.
;
Pumir, A.
;
He, G. W.
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浏览/下载:2/0
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提交时间:2024/05/14
turbulence theory
turbulence modelling
vortex dynamics
Relaxed Stability Criteria for Time-Delay Systems: A Novel Quadratic Function Convex Approximation Approach
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 996-1006
作者:
Shenquan Wang
;
Wenchengyu Ji
;
Yulian Jiang
;
Yanzheng Zhu
;
Jian Sun
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  |  
浏览/下载:5/0
  |  
提交时间:2024/03/18
Equivalent reciprocal combination technique
quadratic function convex approximation approach
stability
timevarying delay
Data-Driven Learning Control Algorithms for Unachievable Tracking Problems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 205-218
作者:
Zeyi Zhang
;
Hao Jiang
;
Dong Shen
;
Samer S. Saab
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  |  
浏览/下载:1/0
  |  
提交时间:2024/01/02
Data-driven algorithms
incomplete information
iterative learning control
gradient information
unachievable problems
RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 卷号: 490, 页码: 112317
作者:
Xiao TB(肖天白)
;
Frank, Martin
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浏览/下载:15/0
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提交时间:2023/09/05
Kinetic theory
Computational fluid dynamics
Scientific machine learning
Artificial neural network
Numerical heat transfer of non-similar ternary hybrid nanofluid flow over linearly stretching surface
期刊论文
NUMERICAL HEAT TRANSFER PART A-APPLICATIONS, 2023
作者:
Riaz, Saman
;
Afzaal, MuhammadF
;
Wang Z(王展)
;
Jan, Ahmed
;
Farooq, Umer
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浏览/下载:12/0
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提交时间:2023/09/26
Local non-similarity: Bvp4c
ternary hybrid nanofluid
Williamson fluid model
Convolution Hierarchical Deep-learning Neural Networks (C-HiDeNN): finite elements, isogeometric analysis, tensor decomposition, and beyond
期刊论文
COMPUTATIONAL MECHANICS, 2023
作者:
Lu, Ye
;
Li, Hengyang
;
Zhang L(张磊)
;
Park, Chanwook
;
Mojumder, Satyajit
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浏览/下载:10/0
  |  
提交时间:2023/06/15
Convolution FEM and HiDeNN
Tensor decomposition
Reduced order modeling
Additive manufacturing
High-order smoothness
Isogeometric analysis (IGA)
Sliding-Mode-Based Attitude Tracking Control of Spacecraft Under Reaction Wheel Uncertainties
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1475-1487
作者:
Wei Chen
;
Qinglei Hu
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浏览/下载:7/0
  |  
提交时间:2023/05/29
Actuator failures
actuator misalignment angles
finite time
sliding mode control (SMC)
spacecraft attitude tracking
Numerical computation of probabilities for nonlinear SDEs in high dimension using Kolmogorov equation br
期刊论文
APPLIED MATHEMATICS AND COMPUTATION, 2023, 卷号: 436, 页码: 17
作者:
Flandoli, Franco
;
Luo, Dejun
;
Ricci, Cristiano
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浏览/下载:50/0
  |  
提交时间:2023/02/07
High dimensional Kolmogorov equation
Numerical solution
Iteration scheme
Gaussian process
Conservative Binary Dynamics with a Spinning Black Hole at O(G3) from Scattering Amplitudes
期刊论文
PHYSICAL REVIEW LETTERS, 2023, 卷号: 130, 期号: 2, 页码: 21601
作者:
Cordero, Fernando Febres
;
Kraus, Manfred
;
Lin, Guanda
;
Ruf, Michael S.
;
Zeng, Mao
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  |  
浏览/下载:2/0
  |  
提交时间:2023/12/07
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