29 citations · 46 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 17 cited
Iterative self-transfer learning: A general methodology for response time-history prediction based on small dataset
Yongjia Xu, Xinzheng Lu, Yifan Fei +1
There are numerous advantages of deep neural network surrogate modeling for response time-history prediction. However, due to the high cost of refined numerical simulations and act…
cs.LG2022★ 29 cited
Hysteretic Behavior Simulation Based on Pyramid Neural Network:Principle, Network Architecture, Case Study and Explanation
Yongjia Xu, Xinzheng Lu, Yifan Fei +1
An accurate and efficient simulation of the hysteretic behavior of materials and components is essential for structural analysis. The surrogate model based on neural networks shows…