A DE equation solver is a vital program in numerous scientific fields. These sophisticated programs, often included within larger mathematical software, are designed to find the solution that conforms to a given DE formula. Multiple methods, such as Runge-Kutta methods, are employed to determine the result, often requiring repeated calculations and