most citedPredicting the Expansion of Concrete Exposed to Sulfate Attack with a Regression Model Based on a Performance Classification

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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…