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https://github.com/edoverg/modeconverter.git
synced 2026-10-14 23:06:39 +00:00
added results from symmetric simulations
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@@ -60,15 +60,9 @@ rho = np.sqrt(X**2 + Y**2)
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#LOAD PHASE MASK
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#___________________________________________________
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#load the phase mask data
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phase_mask_filename = "../results_sym/optimized_phase_mask_1.npy"
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phase_mask_filename = "results_sym/optimized_phase_mask_1.npy"
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phase_mask = np.load(phase_mask_filename)
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fig, ax = plt.subplots()
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im = ax.pcolormesh(X, Y, phase_mask, cmap='hsv', shading='auto')
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ax.set_xlabel('X [um]')
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ax.set_ylabel('Y [um]')
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fig.show()
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#sim_domain_pixel_size = #full simulation domain (full axis)
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sim_domain_size = 140 #[um]
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@@ -88,63 +82,8 @@ X_sim, Y_sim = np.meshgrid(xs_sim, ys_sim)
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phase_mask_quadrant = phase_mask[nx:, ny:]
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fig, ax = plt.subplots()
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im = ax.pcolormesh(X_quadrant, Y_quadrant, phase_mask_quadrant, cmap='hsv', shading='auto')
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ax.set_xlabel('X [um]')
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ax.set_ylabel('Y [um]')
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ax.set_ybound(0,sim_domain_size/2)
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ax.set_xbound(0,sim_domain_size/2)
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fig.show()
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####################################################
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#UNIT CELL DATA
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#___________________________________________________
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#import the unit-cell transmission coefficient data
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unit_cell_diameters = np.load("../unit_cell/unit_cell_center_1550_h900nm_res50_wvl_diameters.npy")
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unit_cell_mode_phase = np.load("../unit_cell/unit_cell_center_1550_h900nm_res50_wvl_mode_phase.npy")
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unit_cell_mode_phase = np.unwrap(unit_cell_mode_phase - unit_cell_mode_phase[0]) #normalize to 0 phase at smallest diameter
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unit_cell_mode_tran = np.load("../unit_cell/unit_cell_center_1550_h900nm_res50_wvl_mode_tran.npy")
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#make a plot of the unit-cell transmission coefficient
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fig, ax = plt.subplots(1, 2, figsize=(10, 4))
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ax[0].plot(unit_cell_diameters, unit_cell_mode_phase, 'r-', marker='o', label='Phase')
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ax[0].set_xlabel('Diameter (um)')
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ax[0].set_ylabel('Phase (rad)')
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ax[1].plot(unit_cell_diameters, unit_cell_mode_tran, 'b-', marker='o', label='Transmission')
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ax[1].set_xlabel('Diameter (um)')
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ax[1].set_ylabel('Amplitude')
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ax[0].legend()
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ax[1].legend()
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plt.show()
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####################################################
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pillars_geo = []
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D_vals = []
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theta = unit_cell_mode_phase
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for i, x in enumerate(xs_sim_quadrant):
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for j, y in enumerate(ys_sim_quadrant):
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if np.sqrt(x**2 + y**2) > max_sim_radius:
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continue
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else:
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required_diameter = np.interp(phase_mask_quadrant[i,j], theta, unit_cell_diameters)
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#round the required diameter up to three decimal places (nm)
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required_diameter = np.round(required_diameter, 3)
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D_vals.append(required_diameter)
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pillar_geo = mp.Cylinder(
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material=si,
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radius=required_diameter/2,
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height=h,
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center=mp.Vector3(x, y, h/2),
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axis=mp.Vector3(0, 0, 1),
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)
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pillars_geo.append(pillar_geo)
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print("Number of pillars in simulation domain: ", len(pillars_geo))
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#import the input field (just before MS1)
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input_field = np.load("../results_sym/input_field.npy")
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input_field = np.load("results_sym/input_field.npy")
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mask = (np.abs(X) <= sim_domain_size/2) & (np.abs(Y) <= sim_domain_size/2)
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@@ -154,20 +93,6 @@ Ex_field_after_MS1 = input_field * np.exp(1j*phase_mask) / np.max(np.abs(input_f
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Ex_field_after_MS1_sim = Ex_field_after_MS1[mask].reshape((len(xs_sim), len(ys_sim)))
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Hy_field_after_MS1_sim = Ex_field_after_MS1_sim / eta_0
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fig, ax = plt.subplots()
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im = ax.pcolormesh(X_sim, Y_sim, np.abs(Ex_field_after_MS1_sim))
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ax.set_xlabel('X [um]')
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ax.set_ylabel('Y [um]')
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fig.colorbar(im, ax=ax)
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fig,ax = plt.subplots()
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im = ax.pcolormesh(X_sim, Y_sim, (np.angle(Ex_field_after_MS1_sim)+2*np.pi)%(2*np.pi), cmap='hsv', shading='auto')
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ax.set_xlabel('X [um]')
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ax.set_ylabel('Y [um]')
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fig.colorbar(im, ax=ax)
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# [markdown]
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# for the equivalence principle, if we want to use the field after MS1
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# as an actual source, we need to define proper magnetic and electric currents
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@@ -220,7 +145,6 @@ sim = mp.Simulation(
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symmetries = [mp.Mirror(0, phase=-1), mp.Mirror(1, phase=+1)]
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)
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#far field points for projection monitor
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ff_resolution = 5
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ff_plane_size = 30 #[um]
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@@ -254,7 +178,6 @@ stop_cond = mp.stop_when_fields_decayed(50, mp.Ez, obs_point, 1e-9)
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sim.run(until_after_sources=stop_cond)
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far_plane = mp.Volume(
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center=mp.Vector3(0, 0, projection_distance),
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size=mp.Vector3(ff_plane_size, ff_plane_size, 0)
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