In this video, I'm going to present the rather technical derivation of an important equation of quantum theory. The continuity equation for probability, which both relies on the Borne interpretation of quantum theory and also serves as a sort of safety check for it. Because it establishes the conservation of probability. The idea here is that, even though we cannot see with certainty where exactly our quantum particle is located, we can certainly, we can be sure that it's located somewhere in space so if we perform a measurement and look for the particle everywhere, we're going to find it with a probability equal to one. And this total probability never becomes smaller than one and certainly cannot become larger than one, so it is conserved. And this simple conservation law gives rise to this continuity equation that we're going to derive. Now, the form of this equation is actually not specific to quantum theory, and it appears in many different fields of physics. So raw here is the density of a conservative quantity. In our case this is the probability density, which per the born rule is equal to the absolute value of the wave function squared. And g here is the probability current, which we actually are going to derive. So to see that this equation indeed describes some sort of a conservation law,. Let me consider an arbitrary volume in space. So let's say this is a volume V, and let me also denote the surface encircling this volume as dV. And let me be interested in the probability of finding the particle of my quantum particle inside this volume. So this probability, let me call it P sub v, is going to be an integral of the probability density, which appears here over this volume. Now to see to look at the dynamics of this probability with time, let me integrate both sides of this equation over the volume. Well, the right hand side here is zero, there is not much to integrate, but the first term is going to give me just dp over dt, and the second term is going to be an integral of the diversions of g. And everything, the sum of these two terms is equal to 0. Now at this stage, I can use the Gauss's theorem to handle the second term, which tells me that the integral of a full diversion, so for a volume, is equal to a flux of the vector of which I calculated diversions, through the surface surrounding my volume. So this is my dv. So in ds here is an elementary An elementary surface element, with the vector pointing, outwards. So I'm sure, some of you have already seen, the Guassian theorem, let's say, in the theory of electromagnetism. But if, you forgot about it, or you have never seen it. So let me just mention that this Gauss, theorem is in some sense, similar to the simple identity that we oftentimes use for usual integral, so let's see if we have an integral between a and b or the full derivative of a function df dx, so we can write the result in the result as f of b minus f of So essentially in this case we have a one-dimensional segment from a to b, or we, we integrate and of we have a full derivative we can only focus on the end points. So that's the only thing which answer is the final result. So likewise if we have more complicated integral now, an integral over, over three dimensional volume but of a full derivative, which it divergence. E is, so instead of having two boundary values we have a, a surface integral going through this surface through this dv. So in some sense this dv is similar to a and b, so the volume is similar to the segment of between a and b and the full derivative df. Over the X, is similar to the divergence of G. So what we actually have established here is the derivative, what we call it P dot of the probability of finding a particle in the volume V is equal to minus the flux of the probability current again, we're going to derive it a little later. Through the surface surrounding this volume and let's see if we have a current say going outwards here luckily, so that only so that there is forms as small angle with the ds so then this g.ds is positive which corresponds to the negative change in the probability so and it makes sense because, it means that. The current carries away the probability, and the probability of finding a particle inside decreases. So if we, on the other hand, have the current going inside, the probability is going to increase. So in order for me to prove the continuity equation in the form I just formulated, let me calculate directly the probability of finding my particle in the volume v over time using the boron, rule and, the boron rule basically implies that I calculate the derivative of this integral of the volume of the absolute value of my wave function squared, and the absolute value can vary in, of course by definition as a product of the wave function and its complex integrated everything and degraded over the volume. So now if I apply this derivative to this product, I can write it as psi star dot psi plus psi star psi dot. So in order for me to simplify it further Let me just use the Schrodinger equation in it's center form, which actually appears on the logo of our, of our course. So, and express the psi dot from here as simply minus i over H bar doing on, acting on sine. So I just divided it by H bar, and multiplied both sides with the imaginary constant I. So I can also drive the same equation with, for psi star dot and the since Hamiltonian is sort of real cause the kinetic potential is just going to be plus I over H bar, H acting on psi. Now my H here is a combination of kinetic energy and potential energy. So kinetic energy is sort of an involved operator which is the momentum squared and potential energy is just multiplication, it just multiplies my wave function. So if I put everything together, what I will find is, the following, for P V dot, so I'm going to have here instead of psi star dot, I'm going to have this guy, so I. H bar h psi, and here we have minus i h bar psi star h psi. So if h were a number so these 2 terms would cancel each other out. And it does happen, as a matter of fact for the potential energy draw So if, so this H can actually be expre-, replaced with a kinetic energy. But there's no consolation necessarily for the kinetic energy because again, this is an operator which acts on different functions here and here. And, this operator is equal to just p squared over 2m, or minus h squared over 2m Laplacian. So we should write as delta number squared. So again, putting everything together, so what I have is minus i h bar 2 m, which I can factor out outside the integral. And in the brackets I'm going to have the Laplacian number squared psi start and psi minus psi star number squared, squared psi. So the last step here is to integrate this expression by parts, and if I do so essentially by moving this delta from here to here and from here back to here, so I see that these terms become identical and cancel each other out. And the only term which survives is, the full derivative of delta up side star. Psi minus complex conjugated. So, And this whole thing, well, times this coefficient, is exactly the current that we have been looking for because, again, we ended up with the full derivative of a vector integrated over the volume. So we can write it as minus an integral of sum G over DS over the distribute, this sort of encircling, encircling our volume. So finally, we can just collect everything from this expression and write the final expression for the current, which I will arrive in the full length forum, which is, 1/2 side star, p, over m, edging on side, plus complex country. So, the reason I can write like this is because P is an operator, which is equal to minus I H bar. Nebla and this minus i h and r, hr nebla appears here, and so if we look at this 5 expressions, we see that the symmetric effect makes sort of intuitive sense, because in classical physics, a classical current associated with the density, rho, is simply the density times the velocity with which it moves. Now, here in quantum mechanics the momentum is an operator so velocity which is momentum divided by m is also an operator. And this operator sort of acts on the density which is which is rho is psi star psi. So and so this is the final result which connects the change in the probability of finding a particle in the volume v with the flux of a certain probability current flowing through the surface.