A Rayleigh quotient‐gradient neural network method for computing 𝒵‐eigenpairs of general tensors

2021 ◽  
Author(s):  
Lu‐Bin Cui ◽  
Qing Hu ◽  
Ying Chen ◽  
Yi‐Sheng Song
Keyword(s):  
Neural Network ◽  
Rayleigh Quotient ◽  
Neural Network Method ◽  
Network Method ◽  
Gradient Neural Network

Methods for evaluation the manufacturability of a vehicle

2020 ◽  
pp. 152-160
Keyword(s):  
Neural Network ◽  
Initial Data ◽  
Comparative Data ◽  
Training Algorithm ◽  
Neural Network Method ◽  
The Neural Network ◽  
Network Method ◽  
Calculation Results ◽  
Production And Operation

Methods for evaluation the manufacturability of a vehicle in the field of production and operation based on an energy indicator, expert estimates and usage of a neural network are stated. By using the neural network method the manufacturability of a car in a complex and for individual units is considered. The preparation of the initial data at usage a neural network for predicting the manufacturability of a vehicle is shown; the training algorithm and the architecture for calculating the manufacturability of the main units are given. According to the calculation results, comparative data on the manufacturability vehicles of various brands are given.

An Effective Deep Neural Network Method for Prediction of Battery State at Cell and Module Level

2021 ◽  
pp. 2100048
Author(s):  
T. Nguyen-Thoi ◽  
Xujian Cui ◽  
Akhil Garg ◽  
Liang Gao ◽  
Tam T. Truong
Keyword(s):  
Neural Network ◽  
Deep Neural Network ◽  
Neural Network Method ◽  
Network Method
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