Applies advanced analytical & geometrical methods used in physics & mathematics to the financial field. This work introduces tools & methods, including differential geometry, spectral decomposition, & supersymmetry, & applies these methods to practical problems in finance. It focuses on the calibration & dynamics of implied volatility.