The document discusses obtaining exact soliton solutions of several non-linear partial differential equations using the tan-cot method, including the generalized Benjamin-Bona-Mahony, Zakharov-Kuznetsov Benjamin-Bona-Mahony, Kadomtsov-Petviashvili Benjamin-Bona-Mahony, and Korteweg-de Vries equations. Applications of these equations in various scientific fields are highlighted, and the authors present a detailed methodological framework for applying the tan-cot method to determine soliton solutions. Graphical representations of elastic behavior and soliton dynamics are also included to illustrate the findings.