This study aims to predict GCC financial stress on oil market, and Stock bond markets while considering the effect of 2008 crisis, 2014 drop price 2019 novel COVID-19 outbreak. For this purpose, we use a new approach for predicting stress, based One-Dimensional Convolutional Neural Network (1D-CNN). article introduces parameters optimization method, which provides best 1D-CNN improve prediction...