{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"toc_visible":true,"authorship_tag":"ABX9TyM3tCboLZG3T37Embt0nlCO"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"markdown","source":[""],"metadata":{"id":"7xCVeqojRVjE"}},{"cell_type":"markdown","source":[" The following notes written by Sergio Gutiérrez Rodrigo () . Distributed under License Creative Commons Atribución-NoComercial-CompartirIgual 4.0 Internacional"],"metadata":{"id":"tYZjdh8TvE7-"}},{"cell_type":"markdown","source":["```\n","Departamento de Física Aplicada\n","Universidad de Zaragoza\n","Instituto de Nanociencia y Materiales de Aragón (INMA)\n","C/ Pedro Cerbuna, 12, 50009, Zaragoza, España\n","```\n","\n","\n","\n","\n"],"metadata":{"id":"j2H5UHGe1Uf8"}},{"cell_type":"markdown","source":["---\n","# **Óptica - Tema 9 - Fabry-Perot resonances**\n","\n","---"],"metadata":{"id":"D7vYGeB21ZQU"}},{"cell_type":"markdown","source":["![image.png](data:image/png;base64,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)"],"metadata":{"id":"6QASbhi6RqkS"}},{"cell_type":"markdown","source":["![image.png](data:image/png;base64,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)"],"metadata":{"id":"xvLE0Ls90utP"}},{"cell_type":"markdown","source":["# Define the intensities"],"metadata":{"id":"SaoB0iW2RxJq"}},{"cell_type":"code","source":["import numpy as np\n","\n","# Define the functions\n","def I_T(n,e,theta, lambda_vac, rho):\n"," '''\n"," Transmittance as a function of the wavelength of the light (lambda_vac),\n"," refractive indes of the dielectric film (n), its thicknesses (e), the angle of\n"," incidence of the light beam (theta) and the reflection coefficient (rho) from\n"," light going from inside to outside the film\n"," '''\n"," theta_p=np.arcsin(np.sin(theta)/n) # Angle of refraction from incident angle\n"," delta=4.0*np.pi*n*e*np.cos(theta_p)/lambda_vac\n"," F=4.0*rho**2/(1-rho**2)**2\n"," return 1.0/(1.0+F*np.sin(delta/2)**2)"],"metadata":{"id":"duBQ0vPgc1Ny","executionInfo":{"status":"ok","timestamp":1703847184650,"user_tz":-60,"elapsed":8,"user":{"displayName":"SERGIO GUTIERREZ RODRIGO","userId":"07959720391705098820"}}},"execution_count":1,"outputs":[]},{"cell_type":"markdown","source":["# Fabry-Perot resonances as a function of the wavelength"],"metadata":{"id":"BTUPWQ3q91br"}},{"cell_type":"code","source":["import matplotlib.pyplot as plt\n","\n","n=1.57\n","e=400.0#nm\n","theta=0.0*np.pi/180.0 # angle of incidence (rad)\n","rho=((1-n)/(n+1))**1 #0.9\n","print(rho)\n","\n","lambda_vac=np.linspace(200.0,1200.0,300)\n","It=I_T(n,e,theta, lambda_vac, rho)\n","\n","\n","plt.plot(lambda_vac,It,color='red',linestyle='-',alpha=0.5,label='Fabry-Perot')\n","plt.xlabel(r'$\\lambda (nm)$')\n","plt.ylabel(r'$I_T/I_i$')\n","plt.legend()\n","plt.show()"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":469},"id":"T6kV4SKNTPij","executionInfo":{"status":"ok","timestamp":1703847371791,"user_tz":-60,"elapsed":433,"user":{"displayName":"SERGIO GUTIERREZ RODRIGO","userId":"07959720391705098820"}},"outputId":"f8cd3e28-2c96-4fd6-ccfa-973384e22552"},"execution_count":6,"outputs":[{"output_type":"stream","name":"stdout","text":["-0.22178988326848248\n"]},{"output_type":"display_data","data":{"text/plain":["