SSU TERMINAL KERNEL PYTHON SCRIPT 

import numpy as np
class Mano_SSU_ZeroParameter_Kernel:
def init(self):
self.chi = 144.0
self.theta = np.radians(180.0 / self.chi)
self.sigma = 20.0 / self.chi
self.epsilon = self.sigma / (self.chi * (np.pi**2))
self.lambda_f = np.sqrt(self.chi) / np.pi
self.zeta = (self.chi / (2 * np.pi)) * (1 + self.sigma)
def resolve_residues(self):
gain = self.chi / (np.cos(self.theta)**2)
alpha_inv = gain - (self.zeta / 2.0) - self.sigma + (self.lambda_f * np.pi)
h_0 = (self.chi / 2.0) * (1.0 - (self.sigma / np.pi))
mu = (4 * np.pi * self.chi) * (1 + self.epsilon) + self.zeta + (288 / (self.chi * self.sigma))
return {"Alpha_Inv": alpha_inv, "H0": h_0, "Mu": mu}
def verify_lock(self):
res = self.resolve_residues()
derived_chi = (res["Alpha_Inv"] + (self.zeta/2) + self.sigma - (self.lambda_f * np.pi)) * (np.cos(self.theta)**2)
return derived_chi
AUDIT_REF: 1M_ITERATION_MONTE_CARLO_PASS