Zhang, Yunyang

1. RecFNO: a resolution-invariant flow and heat field reconstruction method from sparse observations via Fourier neural operator
   2023/02/20 by Xiaoyu Zhao, Zhao, Xiaoyu, Xiaoqian Chen +9 · 6 citations
   Physics and Astronomy · Engineering · Computer Science · #Model Reduction and Neural Networks #Fluid Dynamics and Turbulent Flows #Advanced Image Processing Techniques
2. Physics-informed Convolutional Neural Networks for Temperature Field Prediction of Heat Source Layout without Labeled Data
   2021/09/26 by Zhao, Xiaoyu, Gong, Zhiqiang, Zhang, Yunyang +2 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Multi-fidelity surrogate modeling for temperature field prediction using deep convolution neural network
   2023/01/17 by Zhang, Yunyang, Gong, Zhiqiang, Zhou, Weien +3 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Consistency regularization-based Deep Polynomial Chaos Neural Network Method for Reliability Analysis
   2022/03/29 by Zheng, Xiaohu, Yao, Wen, Zhang, Yunyang +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering