File: parallel-wvgs-mpb.py

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meep-openmpi 1.25.0-2
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import matplotlib.pyplot as plt
import numpy as np

import meep as mp
from meep import mpb

resolution = 128  # pixels/μm

Si = mp.Medium(index=3.45)

syz = 10
geometry_lattice = mp.Lattice(size=mp.Vector3(0, syz, syz))

k_points = [mp.Vector3(0.5)]

a = 1.0  # waveguide width


def parallel_waveguide(s, yodd):
    geometry = [
        mp.Block(
            center=mp.Vector3(0, -0.5 * (s + a), 0),
            size=mp.Vector3(mp.inf, a, a),
            material=Si,
        ),
        mp.Block(
            center=mp.Vector3(0, 0.5 * (s + a), 0),
            size=mp.Vector3(mp.inf, a, a),
            material=Si,
        ),
    ]

    ms = mpb.ModeSolver(
        resolution=resolution,
        k_points=k_points,
        geometry_lattice=geometry_lattice,
        geometry=geometry,
        num_bands=1,
        tolerance=1e-9,
    )

    if yodd:
        ms.run_yodd_zodd()
    else:
        ms.run_yeven_zodd()

    f = ms.get_freqs()[0]
    vg = ms.compute_group_velocity_component(mp.Vector3(1, 0, 0))[0]

    return f, vg


ss = np.arange(0.025, 1.075, 0.05)

f_odd = np.zeros(len(ss))
vg_odd = np.zeros(len(ss))
f_even = np.zeros(len(ss))
vg_even = np.zeros(len(ss))

for j in range(len(ss)):
    f_odd[j], vg_odd[j] = parallel_waveguide(ss[j], True)
    f_even[j], vg_even[j] = parallel_waveguide(ss[j], False)

ds = ss[1] - ss[0]


def compute_force(f, vg):
    f_avg = 0.5 * (f[:-1] + f[1:])
    df = f[1:] - f[:-1]
    vg_avg = 0.5 * (vg[:-1] + vg[1:])
    return -1 / f_avg * df / ds * 1 / vg_avg


force_odd = compute_force(f_odd, vg_odd)
force_even = compute_force(f_even, vg_even)

plt.figure(dpi=200)
plt.plot(ss[:-1], force_odd, "b-", label="anti-symmetric")
plt.plot(ss[:-1], force_even, "r-", label="symmetric")
plt.xlabel("waveguide separation s/a")
plt.ylabel("optical force (F/L)(ac/P)")
plt.legend(loc="upper right")
plt.xticks(np.arange(0, 1.2, 0.2))
plt.yticks(np.arange(-1.5, 1.0, 0.5))
plt.show()