2 citations · 2 across the 2 of their papers we have counts for
2 papers
math.NA2021
Roughness Index for Loss Landscapes of Neural Network Models of Partial Differential Equations
Keke Wu, Xiangru Jian, Rui Du +2
Loss landscape is a useful tool to characterize and compare neural network models. The main challenge for analysis of loss landscape for the deep neural networks is that they are g…
stat.AP2018★ 2 cited
Predicting the Expansion of Concrete Exposed to Sulfate Attack with a Regression Model Based on a Performance Classification
Xiangru Jian, Paulo J. M Monteiro, Kimberly E. Kurtis
This paper mainly describes the development of a new type of regression model to predict the long-term expansion of concrete subjected to a sulfate-rich environment. The experiment…