Now we're going to rely on wave particle duality to deduce the form of the main equation of quantum physics and the Schrodinger equation. But before going to this equation I first would like to ask the following question. Which picture is more fundamental, the particle-based picture or the wave based picture? So here I have a simple example of what we usually mean by a particle. In this example, here is the baseball and so this is an object which has a well-defined velocity and position at any given time. We can easy to identify position just by looking at it and measure the velocity. On contrast, when we're talking about waves, it doesn't really make sense to us the question where it located. So here for instance, we have an example of wave which is generated using a rope and well, we cannot define the position of the wave, okay? Probably what we can do, we can define its phase velocity and the wavelength and the corresponding wave vectors, so which is so wavelength lambda is equal to 2 pi divided by k. k is the wavelength, right? Omega is the frequency. So the velocity of the wave is the coefficient between the frequency and the, coefficient of proportionality between the frequency and the wavelength. Now there are two common expressions which are two types of common expressions that I use to describe a simple sinusoidal wave that we will see pretty often. So one is a just using the sine or cosine function such as here, so in this example u is the vertical displacement, which is a function of x position and time, and x in this case, in his horizontal direction. So another way to describe a wave is using this exponential function of an imaginary constant i. So i carries the square root of minus 1. and, they're equivalent to one another. And most commonly we're actually going to use the latter expression. Now going back to the main question what, what is more fundamental, particles or waves? I would argue, is that waves are in fact much more fundamental in that we can't really represent the wave in terms of a particle. But we can surely decompose a localized particle into waves. And, this decomposition goes by the name of Fourier transform. So, here I have an example of a generic Fourier transform, which is a wave, which is represented in an arbitrary reasonable function F of X in terms of this exponentials E to the power of ikx. We are sure transform to this wave describing wave at any given time. And, the corresponding efficiency here, which multiply these exponential are both the upper mornings of the function f of x. In particular we can consider a function f of x which shows a sharp peak, see, with a narrow, spread out, let's say delta x. And we can consider this function as a mathematical description of an entity which is a particle like entity. And by decomposing it into a Fourier transform, we represent it as a linear combination of waves. So finally I would like to use the wave particle duality for electrons now in order to guess, if you wondered, to derive in quotes the wave equation that governs their quantum wave properties. So here we're relying on on experiments of the type performed by, let's say Dennison and Germer, lacking the fraction where we clearly saw that the data can be on the studio but we assume that the electrons behaves behave as waves. And so let's assume that this is so, let's assume that the free electron is described by some wave function, psi, so the precise physical meaning of this function will be discussed later about the course, but this stage let us just assume that this is so. So just like in the case of photons we have an electric field which had the form of a plain wave. Here we have some electron wave function which has the form of a plain wave. With some momentum P and energy epsilon. But, unlike photons where energy scales with momentum linearly, so, we know that for that non-relativistic electrons, the kinetic energy is basically m v squared over 2 or a p squared over 2m. So, what we, what we have to demand is whatever equation governs the quantum properties of electrons. It must give us this functional form to describe a free electron. And this spectrum as a constraint on this solution. And so, basically we can construct such an equation by hand, that gives that has this properties. And this is what we can do, so we can write this equation. Now here if we plug in this guy into this equation, so the first derivative is going to give us minus h squared over 2 m, m here is the mass of course. The second derivative is going to give us minus 1 over h bar squared p squared. And the second term here is going to give us, minus i h bar d over d t, is minus i h bar epsilon. And we will have the same playing with multiplying both terms, so we must demand that this that this guys are equal to 0. Okay, so a lot of things cancel out here, so we have P squared over 2M here, and we have a minus minus, so basically minus X on here. And indeed, were, we reproduce this desired spec. Now, this constructional course is nothing but a guess. But we can, it's a very convenient guess in that we can generalize this equation just by writing it in a slightly different form. So let me do so. so what we're going to do, we are going to put the, time derivative in the left hand side. So basically this time derivative is going to be on the left hand side, i h bar d over d t psi. And eh, this guy, we're going to interpret it as a energy function. So after all, p squared over 2m is just the energy of a free electron but what we are going to do, we're going to put here some energy function, otherwise known as Hamiltonian. So this guy is very important object, it's a Hamiltonian. And we're going to postulate that this Hamiltonian is essentially kinetic energy, P squared over 2m plus some potential energy, P of r. So our P here is an operator minus i h bar radiant acting on whatever it is that we have here so this wave function. So and this the canonical Schrodinger equation that basically contains most if not all non-relativistic physics. So of course the way we derived it, in quotes, is not really a proper derivation. It was more like a guess. And in some sense this is what Schrodinger did. well, almost hundred years ago now. And, the reason we actually believe that this equation is a true equation that describes quantum physics, is because when we use it, we actually solve problems where, apart from just free particles, where who have In non-trivial[INAUDIBLE] potential lensky. Let's say in the case of an atom, or in, in the case of sketrinkle particles. So this equation produces theoretical results which are perfectly consistent with the experimental observations. So there is no question now, now these that this equation indeed, it describes quantum reality. But the way that people in the early days that got to this equation, was very very non-trivial.