From d9b3a1ce5499d334b7f96ee001f9d74f07882c7a Mon Sep 17 00:00:00 2001 From: Scarlett Gauthier <s.s.gauthier@student.tudelft.nl> Date: Mon, 17 Aug 2020 14:47:21 +0000 Subject: [PATCH] Up to page 5.5 --- src/differential_equations_2.md | 75 ++++++++++++++++++++++++++++++++- 1 file changed, 74 insertions(+), 1 deletion(-) diff --git a/src/differential_equations_2.md b/src/differential_equations_2.md index 17ab7f7..ca9401f 100644 --- a/src/differential_equations_2.md +++ b/src/differential_equations_2.md @@ -264,5 +264,78 @@ For the Schr\"{o}dinger equation, we could supply the initial conditions $$\psi(x,0)= \psi_{0}(x) \ & \ \psi(0,t) = \psi{t, L} = 0.$$ This particular set of boundary conditions corresponds to a particle in a box, -a basic situation which comes up often in quantum physics. +a situation which is used as the base model for many derivations in quantum +physics. + +Another example of a partial differential equation common in physics is the +Laplace equation + +$$\frac{\partial^2 \phi(x,y)}{\partial x^2}+\frac{\partial^2 \phi(x,y)}{\partial y^2}=0.$$ + +In quantum physics Laplace's equation is important for the study of the hydrogen +atom. In three dimensions and using spherical coordinates, the solutions to +Laplace's equation are special functions called spherical harmonics. In the +context of the hydrogen atom, these functions describe the wave function of the +system and a unique spherical harmonic function corresponds to each distinct set +of quantum numbers. + +In the study of PDEs there is not a comprehensive overall treatment to the same +extent as there is for ODEs. There are several techniques which can be applied +to solving these equations, but the choice of technique must be tailored to the +equation at hand. Hence we focus on some specific examples that are common in +physics. + +## Separation of variables ## + +Let us focus on the one dimensional Schr\"{o}dinger equation of a free particle + +$$i \hbar \frac{\partial \psi(x,t)}{\partial t} = - \frac{\hbar^2}{2m} \frac{\partial^2 \psi(x,t)}{\partial x^2}. $$ + +To attempt a solution, we will make a *separation ansatz*, + +$$\psi(x,t)=\phi(x) f(t).$$ + +!!! info "Separation ansatz" + The separation ansatz is a restrictive ansatz, not a fully general one. In + general, for such a treatment to be valid an equation and the boundary + conditions given with it have to fulfill certain properties. In this course + however you will only be asked to use this technique when it is suitable. + +Substituting the separation ansatz into the PDE, + +$$i \hbar \frac{\partial \phi(x)f(t)}{\partial t} = - \frac{\hbar^2}{2m} \frac{\partial^2 \phi(x)f(t)}{\partial x^2} $$ +$$i \hbar \dot{f}(t) \phi(x) = - \frac{\hbar^2}{2m} \phi''(x)f(t). $$ + +Notice that in the above equation the derivatives on $f$ and $\phi$ can each be +written as ordinary derivatives, $\dot{f}=\frac{df(t)}{dt}$, +$\phi''(x)=\frac{d^2 \phi}{dx^2}$. This is so because each is only a function of +one variable. + +Next, divide both sides of the equation through by $\psi(x,t)=\phi(x) f(t)$, + +$$i \hbar \frac{\dot{f}(t)}{f(t)} = - \frac{\hbar^2}{2m} \frac{\phi''(x)}{\phi(x)} = constant := \lambda. $$ + +In the previous line we concluded that each part of the equation must be equal +to a constant, which we defined as $\lambda$. This follows because the left hand +side of the equation only has a dependence on the spatial coordinate $x$, whereas +the right hand side only has dependence on the time coordinate $t$. If we have +two functions $a(x)$ and $b(t)$ such that +$a(x)=b(t) \ \forall x, \ t \ \epsilon \mathbb{R}$, then $a(x)=b(t)=const$. + +The constant we defined, $lambda$, is called a *separation constant*. With it, we +can break the spatial and time dependent parts of the equation into two separate +equations, + +$$i \hbar \dot{f}(t) = \lambda f(t)$$ + +$$-\frac{\hbar^2}{2m} \phi''(x) = \lambda \phi(x) .$$ + +To summarize, this process has broken one partial differential equation into two +ordinary differential equations of different variables. In order to do this, we +needed to introduce a separation constant, which remains to be determined. + + + + + \ No newline at end of file -- GitLab