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The Finite-Difference Time-Domain (FDTD) method is a numerical technique used to solve electromagnetic problems. It is particularly useful for simulating wave propagation in three-dimensional environments. One of the challenges of using the FDTD method is dealing with boundary reflections. This is where the Convolutional Perfectly Matched Layer (CPML) comes in. CPML is a technique used to absorb wave reflections at the boundaries of a simulation domain, thus allowing for more accurate results. Overall, the combination of FDTD and CPML has proven to be a powerful tool in the field of electromagnetic simulation.