scholarly journals Non-intrusive classification of gas-liquid flow regimes in an S-shaped pipeline riser using a Doppler ultrasonic sensor and deep neural networks

2021 ◽  
Vol 403 ◽  
pp. 126401
Author(s):  
Somtochukwu Godfrey Nnabuife ◽  
Boyu Kuang ◽  
James F. Whidborne ◽  
Zeeshan Rana
Keyword(s):  
Neural Networks ◽  
Liquid Flow ◽  
Deep Neural Networks ◽  
Flow Regimes ◽  
Ultrasonic Sensor ◽  
Gas Liquid Flow

scholarly journals Identification of gas-liquid flow regimes using a non-intrusive Doppler ultrasonic sensor and virtual flow regime maps

2019 ◽  
Vol 68 ◽  
pp. 101568 ◽  
Author(s):  
Somtochukwu Godfrey Nnabuife ◽  
Karl Ezra S. Pilario ◽  
Liyun Lao ◽  
Yi Cao ◽  
Mahmood Shafiee
Keyword(s):  
Flow Regime ◽  
Liquid Flow ◽  
Flow Regimes ◽  
Ultrasonic Sensor ◽  
Gas Liquid Flow ◽  
Flow Regime Maps

Inclusion of Multiple Cycling of the Potential into Deep Neural Network Classification of Voltammetric Reaction Mechanisms

2021 ◽  
Author(s):  
Luke Gundry ◽  
Gareth Kennedy ◽  
Alan Bond ◽  
Jie Zhang
Keyword(s):  
Neural Network ◽  
Neural Networks ◽  
Reaction Mechanisms ◽  
Deep Neural Network ◽  
Deep Neural Networks ◽  
Neural Network Classification ◽  
Initial Cycle

The use of Deep Neural Networks (DNNs) for the classification of electrochemical mechanisms based on training with simulations of the initial cycle of potential have been reported. In this paper,...

scholarly journals Deep Neural Networks for Automatic Classification of Anesthetic-Induced Unconsciousness

2018 ◽  
pp. 216-225
Author(s):  
Konstantinos Patlatzoglou ◽  
Srivas Chennu ◽  
Mélanie Boly ◽  
Quentin Noirhomme ◽  
Vincent Bonhomme ◽  
...  
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Automatic Classification
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