A Gradient-based Causal Discovery Framework with Applications to Complex Industrial Processes

Meiliang Liu, Huiwen Dong, Xiaoxiao Yang +6

With the advancement of deep learning technologies, various neural network-based Granger causality models have been proposed. Although these models have demonstrated notable improv…