{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import numpy as np\n", "from numpy import fft\n", "\n", "import matplotlib.animation as animation\n", "import matplotlib.pyplot as plt\n", "from IPython.display import Video\n", "Writer = animation.writers['ffmpeg']\n", "writer1 = Writer(fps=30, metadata=dict(artist='Me'), bitrate=1800)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Time-Dependent Schrodinger Equation\n", "The time-dependent Schrodinger equation is a bit difference from the time independent equation.\n", "\\begin{align}\n", "i h \\frac{\\partial}{\\partial x} \\psi (x,t) = H \\psi\\\\\n", "H = -\\frac{\\hbar^2}{2m} \\nabla^2 + V(x,t)\n", "\\end{align}\n", "\n", "Where $H$ is the enegy hamiltonian of the system, meaning that because $V(x,t)$ is a time varying potential, then the laplacian term must be the kinetic term.\n", "\n", "This PDE is quite daunting until one applies seperation of variables to discover that the time evolution of the schrodinger equation is just a extension of the time independent equation, which is multiplied by a phase term $e^{-iHt/\\hbar}$ to get the solution to the time dependent schrodinger equation.\n", "\n", "... But this isn't always that useful in practice, evolving forward the eigenstates of the time independent solution is useful in the context of certain contexts and potentials, such as solving the schrodinger equation in a infinite square well, however, for arbitrary initial conditions, while the particle will eventually settle into the time independent steady state solution, we can say very little about the transient solution (going from initial conditions to the steady state), particularly if the potential is non-linear. \n", "Further, our entire assumption of seperability goes out the window if the potential is time varying.\n", "\n", "This clearly poses a problem, there are certainly intresting problems we might want to model, such as how a electron settles into a bond orbital as this could effect the initial stability of a chemical compound during bonding, or the dynamic interaction of multiple particles in a system. However, our current tools provide little to nothing of use to these problems.\n", "\n", "## Numerical Methods\n", "This is where the numerical solutions of the TDSE become quite useful. The construction of the Schrodinger Equation easily emits a formula for the time derivitive of $\\psi$ at any given point. Thus, given a initial condition of the system, we should be able to solve this as a simple discritized finite differences (computing derivitives locally from a descritized domain) problem. However, we run into some complications. For one, we know that the actual function of the time evolution we are approximating is a complex exponential ( $e^{-iH\\delta t/\\hbar}$) for every time step, which is inherently unstable because any small purterbation to the real part will cause a, literally, exponenital difference in the output. This is a problem because second order finite differences methods (such as Runge-Kutta) is generally our go to tool for time evolution of states. However, the idea is still attractive because over very small time horizons, we can treat our potential as constant in time and also treat the current state of $\\psi$ as the solution to some TISE which is being time evolved with our simple phase term. Because we are multiplying by each exponential at each timestep, and products of exponentials are a exponential of the sum of the exponential terms, this should still work out to being the correct time evolution.\n", "\n", "In numerical analysis, when a system is particularly siff, such as some propogations of the schrodinger equation, we often try and solve this with a implicit method, where we solve a optimization problem to find the most likely next state by estimating what the derivitive will be at the next state, and then steping backwards in time from there to try and find our current state. Instability is only in one direction of time, thus, because this effectively solves backwards in time, it will be stable for any unstable problem. Indeed, a version of this is often used for time evolving the schrodinger equation, in a approximation known as the Crank-Nicolson Approximation, which is always stable in both forward and backwards time. However, these optimization problems often emmit numerically unsuitable solutions which degrade the accuracy of the solution.\n", "\n", "So far, the quest for TDSE evolution in arbitary potentials is grim, while our descritized exponential is theoretically sound, our forward propogation is either unstable in space or time. However, we do know some things about the actual quantum mechanics at the heart of all of this math. For one, momentum is quantized discretely for any true solution of the schrodinger equation. And in our simulation, because space is quantized discretely, so is the potential. The crux of our problem is really the laplacian term in the hamiltonian, because our approximations of spacial derivitives are inaccurate, making all of our solutions unstable. \n", "If only there was some way of relating functions in space to functions of momentum, and then a easy way to take a derivitive which would not rely on a finite differences approximation. \n", "\n", "## Split-Step Operator Method\n", "Fortunately for us, the Fourier transform does just this, and the Fast Fourier Transform (FFT) is a very efficient and accurate way of computing this on a computer. The fourier transform allows us to transform into momentum (phase) space and operate on the function from there. In Phase space, derivitives are taken by multiplying by the phase variable times i. This makes it extremely easy to find the laplacian in phase space as one simply has the multiply by $-k$. Because the fourier transform accounts for the function at all points at once going into phase space, this same operation with the fast fourier transform can be thought of as a high order approximation of the laplacian which global convergence as the the number of quantized momenta grows large. What is better, is that in quantum mechanics, we have one expected wavenumber along with some uncertainty surrounding it. Because this is proportional to momentum, we know that, in momentum space, the function we are operating on will be quite simple, and conserving the wave number through steps should be trivial for the fourier transform. By taking the laplacian with the fourier transform and applying the locally time independent potential assumption, we have stumbled on a variation of the Split-Step Operator Method, a spectral method for integrating the TDSE in time. \n", "\n", "\\begin{align}\n", "\\psi(x, t + \\delta t) = e^{-iV(x,t) \\delta t /2\\hbar} \\mathbb{F}^{-1} [ e^{-ik^2 \\delta t / 2m\\hbar}\\mathbb{F}[\\psi(x,t)]] + O(\\delta t^2)\n", "\\end{align}\n", "\n", "For certain solutions, Strang Splitting can also be applied to further improve performance. \n", "A Implementation of this is given below:\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "class TDSE_sim:\n", " def __init__(self, initial_position=0.0, uncertainty=0.5, wavenumber=40.0, domain=10.0, wavepacket_scaling=0.5, spacial_resolution=2**10, dt=1e-4, sim_length=1.0):\n", " self.spatial_res = spacial_resolution\n", " self.dt = dt\n", " self.num_timesteps = int(sim_length/dt)\n", " self.domain = domain\n", " # allow for periodic boundary conditions\n", " self.x = np.linspace(-self.domain/2, self.domain/2, num=self.spatial_res+1)[0:-1]\n", " self.k = 2*np.pi/(2*self.domain) * np.arange(-self.spatial_res/2, self.spatial_res/2)\n", " self.dx = self.x[1] - self.x[0]\n", " \n", " #self.psi = np.exp(1.0j * wavenumber * (self.x - initial_position)) * np.exp(-np.power(((self.x - initial_position)) / wavepacket_scaling, 2))\n", " self.psi = (np.exp(-(self.x - initial_position)**2 /(4 * uncertainty**2)) * np.exp(1.0j * wavenumber * self.x))/((2 * np.pi * uncertainty**2)**(1.0/4))\n", " self.V = np.zeros_like(self.x)\n", " \n", " self.total_energy = []\n", " self.total_energy_timesteps = []\n", " \n", " def stepn(self, n):\n", " for i in range(n):\n", " psi_phase = np.fft.fftshift(np.fft.fft(self.psi))\n", " if i == 0:\n", " self.total_energy.append( np.abs(np.sum( np.fft.ifft(np.fft.ifftshift(psi_phase* 2*self.k)) + self.V )))\n", "\n", " \n", " # Kinetic Term\n", " psi_phase = np.exp(self.dt * -1.0j * (self.k**2)/2) * psi_phase\n", " psi = np.fft.ifft(np.fft.ifftshift(psi_phase))\n", " # Potential Term\n", " self.psi = np.exp(-1.0j * self.dt * self.V) * psi\n", " if len(self.total_energy_timesteps):\n", " self.total_energy_timesteps.append(self.total_energy_timesteps[-1] + n * self.dt)\n", " else:\n", " self.total_energy_timesteps.append(0)\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Example 1: Infinite Square Well Approximation\n", "For a first experiment, we revisit the infinite square well, where we approximate a infinite square well with a continuous, piecewise function which grows extremely large after a certain point. We use this continuous function to ensure that the laplacian will be well defined for every point on the domain which helps with stability of the simulation. This is why it will appear that the wave part of $\\psi$ extends too far into the well wall.\n", "\n", "We get our initial conditions from the wavepacket solution to the TISE with a given wave number. For the purposes of numerical stability, $\\hbar =1$. \n", "\n", "The following sims are run with a wavenumber of 5 and 40 to compare the output" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "sim = TDSE_sim(wavenumber=5, domain=20)\n", "# infinite potential well\n", "sim.V[sim.x < -8] = 1e3* (sim.x[sim.x < -8]+8)**2\n", "sim.V[sim.x > 8] = 1e3*(sim.x[sim.x > 8]-8)**2" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2,1)\n", "fig.set_size_inches(15.5, 20.5)\n", "ax[0].set_ylim(-1.5, 1.5)\n", "real_plot = ax[0].plot(sim.x, np.real(sim.psi))\n", "imag_plot = ax[0].plot(sim.x, np.imag(sim.psi))\n", "V_plot = ax[0].fill_between(sim.x, sim.V,facecolor='blue', alpha=0.5)\n", "#prob_plot = plt.plot(sim.x, np.abs(sim.psi)**2)\n", "#neg_prob_plot = plt.plot(sim.x, -np.abs(sim.psi)**2)\n", "prob_plot = ax[1].plot(sim.x, np.abs(sim.psi)**2)\n", "#energy_plot = ax[2].plot(sim.total_energy_timesteps, np.abs(sim.total_energy))\n", "\n", "def animate(frame):\n", " sim.stepn(int(5e2))\n", " real_plot[0].set_data(sim.x, np.real(sim.psi))\n", " imag_plot[0].set_data(sim.x, np.imag(sim.psi))\n", " prob_plot[0].set_data(sim.x, np.abs(sim.psi)**2)\n", " #energy_plot[0].set_data(sim.total_energy_timesteps, np.abs(sim.total_energy))\n", " #prob_plot[0].set_data(sim.x, np.abs(sim.psi)**2)\n", " #neg_prob_plot[0].set_data(sim.x, -np.abs(sim.psi)**2)\n", "anim = animation.FuncAnimation(fig, animate, frames=1000, interval=50)\n", "anim.save('infinite_square_well.mp4', writer=writer1)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Video('infinite_square_well.mp4')" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "sim = TDSE_sim(wavenumber=40, domain=20)\n", "# infinite potential well\n", "sim.V[sim.x < -8] = 1e3* (sim.x[sim.x < -8]+8)**2\n", "sim.V[sim.x > 8] = 1e3*(sim.x[sim.x > 8]-8)**2" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2,1)\n", "fig.set_size_inches(15.5, 20.5)\n", "ax[0].set_ylim(-1.5, 1.5)\n", "real_plot = ax[0].plot(sim.x, np.real(sim.psi))\n", "imag_plot = ax[0].plot(sim.x, np.imag(sim.psi))\n", "V_plot = ax[0].fill_between(sim.x, sim.V,facecolor='blue', alpha=0.5)\n", "#prob_plot = plt.plot(sim.x, np.abs(sim.psi)**2)\n", "#neg_prob_plot = plt.plot(sim.x, -np.abs(sim.psi)**2)\n", "prob_plot = ax[1].plot(sim.x, np.abs(sim.psi)**2)\n", "#energy_plot = ax[2].plot(sim.total_energy_timesteps, np.abs(sim.total_energy))\n", "\n", "def animate(frame):\n", " sim.stepn(int(5e2))\n", " real_plot[0].set_data(sim.x, np.real(sim.psi))\n", " imag_plot[0].set_data(sim.x, np.imag(sim.psi))\n", " prob_plot[0].set_data(sim.x, np.abs(sim.psi)**2)\n", " #energy_plot[0].set_data(sim.total_energy_timesteps, np.abs(sim.total_energy))\n", " #prob_plot[0].set_data(sim.x, np.abs(sim.psi)**2)\n", " #neg_prob_plot[0].set_data(sim.x, -np.abs(sim.psi)**2)\n", "anim = animation.FuncAnimation(fig, animate, frames=1000, interval=50)\n", "anim.save('infinite_square_well2.mp4', writer=writer1)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Video('infinite_square_well2.mp4')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, near the end of the sim, the particle is settling into the expected phase shifted TISE solution where it has a collection of places where it is 0 probability dependent on the wave number. In addition, because the well is much wider then the initial width of the particle, its energy level drops dramatically, but due to conservation of energy, its momentum goes up proportionally to account for this, resulting in the much higher wave number of the steady state solution then what we set in the initial conditions \n", "\n", "We can talk all day about the second order accuracy of the Split-Step Method, but a much more compelling argument for the accuracy of our sim is in the conservation of energy in the hamiltonian. Below, we present a graph showing the ratio of the total energy at a given second to the initial total energy of the particle. We see through the whole simulation that the hamiltonian remains constant." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.99, 1.01)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(sim.total_energy_timesteps, np.array(sim.total_energy)/sim.total_energy[0])\n", "ax = plt.gca()\n", "ax.set_ylim(0.99, 1.01)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Example 2: Tunneling in a well" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "sim = TDSE_sim(initial_position=-5, wavenumber=5, domain=20)\n", "# infinite potential well\n", "sim.V[sim.x < -8] = 1e3* (sim.x[sim.x < -8]+8)**2\n", "sim.V[sim.x > 1] = 16.625 + 5\n", "sim.V[sim.x > 1.3] = 0\n", "sim.V[sim.x > 8] = 1e3*(sim.x[sim.x > 8]-8)**2\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2,1)\n", "fig.set_size_inches(15.5, 20.5)\n", "ax[0].set_ylim(-1.5, 1.5)\n", "real_plot = ax[0].plot(sim.x, np.real(sim.psi))\n", "imag_plot = ax[0].plot(sim.x, np.imag(sim.psi))\n", "V_plot = ax[0].fill_between(sim.x, sim.V,facecolor='blue', alpha=0.5)\n", "#prob_plot = plt.plot(sim.x, np.abs(sim.psi)**2)\n", "#neg_prob_plot = plt.plot(sim.x, -np.abs(sim.psi)**2)\n", "prob_plot = ax[1].plot(sim.x, np.abs(sim.psi)**2)\n", "#energy_plot = ax[2].plot(sim.total_energy_timesteps, np.abs(sim.total_energy))\n", "\n", "def animate(frame):\n", " sim.stepn(int(5e2))\n", " real_plot[0].set_data(sim.x, np.real(sim.psi))\n", " imag_plot[0].set_data(sim.x, np.imag(sim.psi))\n", " prob_plot[0].set_data(sim.x, np.abs(sim.psi)**2)\n", " #energy_plot[0].set_data(sim.total_energy_timesteps, np.abs(sim.total_energy))\n", " #prob_plot[0].set_data(sim.x, np.abs(sim.psi)**2)\n", " #neg_prob_plot[0].set_data(sim.x, -np.abs(sim.psi)**2)\n", "anim = animation.FuncAnimation(fig, animate, frames=1000, interval=50)\n", "anim.save('tunneling_in_well.mp4', writer=writer1)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Video('tunneling_in_well.mp4')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Example 3: Double Potential Well" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "sim = TDSE_sim(initial_position=-5, wavenumber=10, domain=20)\n", "# infinite potential well\n", "E_naut = 1.0\n", "\n", "sim.V = 1.0*( 0.01* (1.3*sim.x)**4 - (1.3*sim.x)**2) +(16.625 + 8)\n", "#sim.V[sim.x < -8] = 1e3* (sim.x[sim.x < -8]+8)**2\n", "#sim.V[sim.x > 8] = 1e3*(sim.x[sim.x > 8]-8)**2\n", "#sim.V = np.max(np.array([sim.V, np.ones(sim.V.shape)*-10.0]), axis=0)\n", "\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2,1)\n", "fig.set_size_inches(15.5, 20.5)\n", "ax[0].set_ylim(-1.5, 1.5)\n", "real_plot = ax[0].plot(sim.x, np.real(sim.psi))\n", "imag_plot = ax[0].plot(sim.x, np.imag(sim.psi))\n", "V_plot = ax[0].fill_between(sim.x, (sim.V - 133.0/8)/20.0, y2=-1.5, facecolor='blue', alpha=0.5)\n", "#prob_plot = plt.plot(sim.x, np.abs(sim.psi)**2)\n", "#neg_prob_plot = plt.plot(sim.x, -np.abs(sim.psi)**2)\n", "prob_plot = ax[1].plot(sim.x, np.abs(sim.psi)**2)\n", "#energy_plot = ax[2].plot(sim.total_energy_timesteps, np.abs(sim.total_energy))\n", "\n", "def animate(frame):\n", " sim.stepn(int(5e2))\n", " real_plot[0].set_data(sim.x, np.real(sim.psi))\n", " imag_plot[0].set_data(sim.x, np.imag(sim.psi))\n", " prob_plot[0].set_data(sim.x, np.abs(sim.psi)**2)\n", " #energy_plot[0].set_data(sim.total_energy_timesteps, np.abs(sim.total_energy))\n", " #prob_plot[0].set_data(sim.x, np.abs(sim.psi)**2)\n", " #neg_prob_plot[0].set_data(sim.x, -np.abs(sim.psi)**2)\n", "anim = animation.FuncAnimation(fig, animate, frames=1000, interval=50)\n", "anim.save('double_potential_well.mp4', writer=writer1)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Video('double_potential_well.mp4')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 4 }