Accelerating Schottky Analysis

With the aim of improving the computational efficiency of the parameter fitting procedure of Schottky spectra analysis while maintaining high solution accuracy, various optimization and parallel computing methods were explored. In addition, we investigated and visualized the effect of parameters such as betatron tune, chromaticity, synchotron frequency and synchotron amplitude distribution on Schottky spectra. An overall runtime reduction of 78% was achieved.