Differential equations are fundamental to modeling numerous phenomena across diverse scientific disciplines. While analytical solutions may not always exist, dedicated tools like differential equation solvers can often provide precise answers. These sophisticated algorithms leverage various numerical techniques to approximate or determine the exact