added results from symmetric simulations

This commit is contained in:
Edoardo Vergerio
2026-08-23 18:32:33 +02:00
parent 7380eabf54
commit 87d8d7f15c
3 changed files with 2 additions and 79 deletions
+2 -79
View File
@@ -60,15 +60,9 @@ rho = np.sqrt(X**2 + Y**2)
#LOAD PHASE MASK #LOAD PHASE MASK
#___________________________________________________ #___________________________________________________
#load the phase mask data #load the phase mask data
phase_mask_filename = "../results_sym/optimized_phase_mask_1.npy" phase_mask_filename = "results_sym/optimized_phase_mask_1.npy"
phase_mask = np.load(phase_mask_filename) phase_mask = np.load(phase_mask_filename)
fig, ax = plt.subplots()
im = ax.pcolormesh(X, Y, phase_mask, cmap='hsv', shading='auto')
ax.set_xlabel('X [um]')
ax.set_ylabel('Y [um]')
fig.show()
#sim_domain_pixel_size = #full simulation domain (full axis) #sim_domain_pixel_size = #full simulation domain (full axis)
sim_domain_size = 140 #[um] sim_domain_size = 140 #[um]
@@ -88,63 +82,8 @@ X_sim, Y_sim = np.meshgrid(xs_sim, ys_sim)
phase_mask_quadrant = phase_mask[nx:, ny:] phase_mask_quadrant = phase_mask[nx:, ny:]
fig, ax = plt.subplots()
im = ax.pcolormesh(X_quadrant, Y_quadrant, phase_mask_quadrant, cmap='hsv', shading='auto')
ax.set_xlabel('X [um]')
ax.set_ylabel('Y [um]')
ax.set_ybound(0,sim_domain_size/2)
ax.set_xbound(0,sim_domain_size/2)
fig.show()
####################################################
#UNIT CELL DATA
#___________________________________________________
#import the unit-cell transmission coefficient data
unit_cell_diameters = np.load("../unit_cell/unit_cell_center_1550_h900nm_res50_wvl_diameters.npy")
unit_cell_mode_phase = np.load("../unit_cell/unit_cell_center_1550_h900nm_res50_wvl_mode_phase.npy")
unit_cell_mode_phase = np.unwrap(unit_cell_mode_phase - unit_cell_mode_phase[0]) #normalize to 0 phase at smallest diameter
unit_cell_mode_tran = np.load("../unit_cell/unit_cell_center_1550_h900nm_res50_wvl_mode_tran.npy")
#make a plot of the unit-cell transmission coefficient
fig, ax = plt.subplots(1, 2, figsize=(10, 4))
ax[0].plot(unit_cell_diameters, unit_cell_mode_phase, 'r-', marker='o', label='Phase')
ax[0].set_xlabel('Diameter (um)')
ax[0].set_ylabel('Phase (rad)')
ax[1].plot(unit_cell_diameters, unit_cell_mode_tran, 'b-', marker='o', label='Transmission')
ax[1].set_xlabel('Diameter (um)')
ax[1].set_ylabel('Amplitude')
ax[0].legend()
ax[1].legend()
plt.show()
####################################################
pillars_geo = []
D_vals = []
theta = unit_cell_mode_phase
for i, x in enumerate(xs_sim_quadrant):
for j, y in enumerate(ys_sim_quadrant):
if np.sqrt(x**2 + y**2) > max_sim_radius:
continue
else:
required_diameter = np.interp(phase_mask_quadrant[i,j], theta, unit_cell_diameters)
#round the required diameter up to three decimal places (nm)
required_diameter = np.round(required_diameter, 3)
D_vals.append(required_diameter)
pillar_geo = mp.Cylinder(
material=si,
radius=required_diameter/2,
height=h,
center=mp.Vector3(x, y, h/2),
axis=mp.Vector3(0, 0, 1),
)
pillars_geo.append(pillar_geo)
print("Number of pillars in simulation domain: ", len(pillars_geo))
#import the input field (just before MS1) #import the input field (just before MS1)
input_field = np.load("../results_sym/input_field.npy") input_field = np.load("results_sym/input_field.npy")
mask = (np.abs(X) <= sim_domain_size/2) & (np.abs(Y) <= sim_domain_size/2) mask = (np.abs(X) <= sim_domain_size/2) & (np.abs(Y) <= sim_domain_size/2)
@@ -154,20 +93,6 @@ Ex_field_after_MS1 = input_field * np.exp(1j*phase_mask) / np.max(np.abs(input_f
Ex_field_after_MS1_sim = Ex_field_after_MS1[mask].reshape((len(xs_sim), len(ys_sim))) Ex_field_after_MS1_sim = Ex_field_after_MS1[mask].reshape((len(xs_sim), len(ys_sim)))
Hy_field_after_MS1_sim = Ex_field_after_MS1_sim / eta_0 Hy_field_after_MS1_sim = Ex_field_after_MS1_sim / eta_0
fig, ax = plt.subplots()
im = ax.pcolormesh(X_sim, Y_sim, np.abs(Ex_field_after_MS1_sim))
ax.set_xlabel('X [um]')
ax.set_ylabel('Y [um]')
fig.colorbar(im, ax=ax)
fig,ax = plt.subplots()
im = ax.pcolormesh(X_sim, Y_sim, (np.angle(Ex_field_after_MS1_sim)+2*np.pi)%(2*np.pi), cmap='hsv', shading='auto')
ax.set_xlabel('X [um]')
ax.set_ylabel('Y [um]')
fig.colorbar(im, ax=ax)
# [markdown] # [markdown]
# for the equivalence principle, if we want to use the field after MS1 # for the equivalence principle, if we want to use the field after MS1
# as an actual source, we need to define proper magnetic and electric currents # as an actual source, we need to define proper magnetic and electric currents
@@ -220,7 +145,6 @@ sim = mp.Simulation(
symmetries = [mp.Mirror(0, phase=-1), mp.Mirror(1, phase=+1)] symmetries = [mp.Mirror(0, phase=-1), mp.Mirror(1, phase=+1)]
) )
#far field points for projection monitor #far field points for projection monitor
ff_resolution = 5 ff_resolution = 5
ff_plane_size = 30 #[um] ff_plane_size = 30 #[um]
@@ -254,7 +178,6 @@ stop_cond = mp.stop_when_fields_decayed(50, mp.Ez, obs_point, 1e-9)
sim.run(until_after_sources=stop_cond) sim.run(until_after_sources=stop_cond)
far_plane = mp.Volume( far_plane = mp.Volume(
center=mp.Vector3(0, 0, projection_distance), center=mp.Vector3(0, 0, projection_distance),
size=mp.Vector3(ff_plane_size, ff_plane_size, 0) size=mp.Vector3(ff_plane_size, ff_plane_size, 0)
Binary file not shown.
Binary file not shown.