psuf/1-naloga-razpadi-higgsovega-bozona/atlas_fit_function.py

import numpy as np
import matplotlib.pyplot as plt


def partonLumi_uubar(x):
    p0 = 0.00703528
    p1 = -0.000174816
    p2 = 1.89616e-06
    p3 = -1.12038e-08
    p4 = 3.7537e-11
    p5 = -6.71198e-14
    p6 = 4.98316e-17

    return p0 + p1 * x + p2 * x * x + p3 * x * x * x + p4 * x * x * x * x + p5 * x * x * x * x * x + p6 * x * x * x * x * x * x


def partonLumi_ddbar(x):
    p0 = 0.0052163
    p1 = -0.000130677
    p2 = 1.42682e-06
    p3 = -8.48218e-09
    p4 = 2.85847e-11
    p5 = -5.14001e-14
    p6 = 3.83665e-17

    return p0 + p1 * x + p2 * x * x + p3 * x * x * x + p4 * x * x * x * x + p5 * x * x * x * x * x + p6 * x * x * x * x * x * x


def partonLumi_ssbar(x):
    p0 = 0.00227443
    p1 = -5.80923e-05
    p2 = 6.40022e-07
    p3 = -3.81913e-09
    p4 = 1.28814e-11
    p5 = -2.3144e-14
    p6 = 1.72444e-17

    return p0 + p1 * x + p2 * x * x + p3 * x * x * x + p4 * x * x * x * x + p5 * x * x * x * x * x + p6 * x * x * x * x * x * x


def BW(s, ZMass, ZWidth):
    return 1. / ((s - ZMass * ZMass) * (s - ZMass * ZMass) + (ZMass * ZMass * ZWidth * ZWidth))


def atlas_invMass_mumu_core(x):
    ZMass = 91.200000; ZWidth = 2.490000
    alphaEM = 7.297352e-3; Nc = 3; Qd = -1. / 3.; Qu = 2. / 3.; Qs = -1. / 3.; sin2W = 0.23126; GF = 1.1663787e-5
    gAmu = -0.5; gAu = 0.5; gAd = -0.5; gAs = -0.5; gVmu = -0.5 + 2 * sin2W; gVu = 0.5 - 4. / 3. * sin2W; gVd = -0.5 + 2. / 3. * sin2W; gVs = -0.5 + 2. / 3. * sin2W

    s = x * x
    alphaEM2 = alphaEM * alphaEM
    kappa = np.sqrt(2) * GF * ZMass * ZMass / (4 * np.pi * alphaEM)
    BWgam = BWz = BW(s, ZMass, ZWidth)
    S_Zgam = kappa * s * (s - ZMass * ZMass) * BWgam
    S_Z = kappa * kappa * s * s * BWz

    ME_ddbar = 4 * np.pi * alphaEM2 / (3 * Nc * s) * ((Qd * Qd) - 2 * Qd * gVmu * gVd * S_Zgam + (gAmu * gAmu + gVmu * gVmu) * (gAd * gAd + gVd * gVd) * S_Z)
    ME_uubar = 4 * np.pi * alphaEM2 / (3 * Nc * s) * ((Qu * Qu) - 2 * Qu * gVmu * gVu * S_Zgam + (gAmu * gAmu + gVmu * gVmu) * (gAu * gAu + gVu * gVu) * S_Z)
    ME_ssbar = 4 * np.pi * alphaEM2 / (3 * Nc * s) * ((Qs * Qs) - 2 * Qs * gVmu * gVs * S_Zgam + (gAmu * gAmu + gVmu * gVmu) * (gAs * gAs + gVs * gVs) * S_Z)

    return (ME_ddbar * partonLumi_ddbar(x) + ME_uubar * partonLumi_uubar(x) + ME_ssbar * partonLumi_ssbar(x)) * x


def atlas_invMass_mumu(add, x):
    # add - ekstra correction to the function (polynomial, root, ... ? )
    return add * atlas_invMass_mumu_core(x)


if __name__ == "__main__":

    # the custom add function - dodaj poljuben polinom ipd kot utez...
    def poly(x):
        return 1.

    plt.figure(figsize=(16, 8))
    x = np.linspace(110., 200., 100)
    plt.plot(x, atlas_invMass_mumu(poly(x), x))
    plt.yscale('log')
    plt.show()