27 citations · 35 across the 5 of their papers we have counts for
4 papers · 1 filter
Soft Sensing Model Visualization: Fine-tuning Neural Network from What Model Learned
Xiaoye Qian, Chao Zhang, Jaswanth Yella +3
The growing availability of the data collected from smart manufacturing is changing the paradigms of production monitoring and control. The increasing complexity and content of the…
Soft-Sensing ConFormer: A Curriculum Learning-based Convolutional Transformer
Jaswanth Yella, Chao Zhang, Sergei Petrov +4
Over the last few decades, modern industrial processes have investigated several cost-effective methodologies to improve the productivity and yield of semiconductor manufacturing.…
GraSSNet: Graph Soft Sensing Neural Networks
Yu Huang, Chao Zhang, Jaswanth Yella +5
In the era of big data, data-driven based classification has become an essential method in smart manufacturing to guide production and optimize inspection. The industrial data obta…
Soft Sensing Transformer: Hundreds of Sensors are Worth a Single Word
Chao Zhang, Jaswanth Yella, Yu Huang +4
With the rapid development of AI technology in recent years, there have been many studies with deep learning models in soft sensing area. However, the models have become more compl…