9 citations · 10 across the 3 of their papers we have counts for
4 papers
Application of Neural Network Algorithm in Propylene Distillation
Jinwei Lu, Ningrui Zhao
Artificial neural network modeling does not need to consider the mechanism. It can map the implicit relationship between input and output and predict the performance of the system…
Neural network algorithm and its application in temperature control of distillation tower
Ningrui Zhao, Jinwei Lu
Distillation process is a complex process of conduction, mass transfer and heat conduction, which is mainly manifested as follows: The mechanism is complex and changeable with unce…
Is the Skip Connection Provable to Reform the Neural Network Loss Landscape?
Lifu Wang, Bo Shen, Ning Zhao +1
The residual network is now one of the most effective structures in deep learning, which utilizes the skip connections to ``guarantee" the performance will not get worse. However,…
Second-Order Convergence of Asynchronous Parallel Stochastic Gradient Descent: When Is the Linear Speedup Achieved?
Lifu Wang, Bo Shen, Ning Zhao
In machine learning, asynchronous parallel stochastic gradient descent (APSGD) is broadly used to speed up the training process through multi-workers. Meanwhile, the time delay of…