2025. A Novel Hybrid Approach Combining Fractional Calculus and Metaheuristic Optimization for Solving High-Dimensional Non-Linear Partial Differential Equations. JANOLI International Journal of Mathematical Science. 1, 2 (Apr. 2025), 1–10. DOI:https://doi.org/10.64758/29dxf138.