The prediction of rapid intensification (RI) in tropical cyclones (TCs) is a challenging problem. In this study. the RI process and factors contributing to it are compared for two TCs: an axis-symmetric case (Hurricane Irma. 2017) and an asymmetric case (Hurricane Michael. https://www.stuarybooks.com/product-category/fruit/