In this special issue, titled “Innovations in Computational and Nonlinear Mathematics”, we explore the intricate relationship between mathematical concepts and their numerous practical applications across various scientific fields, including nonlinear analysis and modeling, nonlinear dynamics and modern applications, and computational nonlinear mathematics. A variety of mathematical fields are represented here, each adding its thread to the vast fabric of human understanding and creativity.