Gas-liquid vertical pipe flow patterns convolutional neural network classification using experimental advanced wire mesh sensor images

2022 ◽  
pp. 104406
Author(s):  
Eric Thompson Brantson ◽  
Mukhtar Abdulkadir ◽  
Perpetual Hope Akwensi ◽  
Harrison Osei ◽  
Titus Fiifi Appiah ◽  
...  
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Pipe Flow ◽  
Flow Patterns ◽  
Wire Mesh ◽  
Vertical Pipe ◽  
Neural Network Classification

scholarly journals Convolutional Neural Network Classification of Telematics Car Driving Data

Risks ◽  
2019 ◽  
Vol 7 (1) ◽  
pp. 6 ◽  
Author(s):  
Guangyuan Gao ◽  
Mario Wüthrich
Keyword(s):  
Neural Network ◽  
Neural Networks ◽  
Time Series ◽  
Convolutional Neural Network ◽  
High Frequency ◽  
Location Data ◽  
Neural Network Classification ◽  
Feature Information ◽  
Car Driving

The aim of this project is to analyze high-frequency GPS location data (second per second) of individual car drivers (and trips). We extract feature information about speeds, acceleration, deceleration, and changes of direction from this high-frequency GPS location data. Time series of this feature information allow us to appropriately allocate individual car driving trips to selected drivers using convolutional neural networks.

Pretraining for Hyperspectral Convolutional Neural Network Classification

2018 ◽  
Vol 56 (5) ◽  
pp. 2798-2810 ◽  
Author(s):  
Lloyd Windrim ◽  
Arman Melkumyan ◽  
Richard J. Murphy ◽  
Anna Chlingaryan ◽  
Rishi Ramakrishnan
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Neural Network Classification
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