Partial Differential Equation Acceleration by Exploiting Value Similarity

Partial Differential Equations (PDEs) are integral in modeling various scientific and engineering phenomena. One of the most common numerical solutions for these equations is the Finite Difference Method (FDM), which reformulates derivatives into stencil computation patterns. FDM's reliance on various discretized mesh points and high-precision numerical iterations necessitates substantial memory storage and floating-point computations.