In this article they show the following diagram:
Are all the diagrams in the little boxes really just Gaussian probability density functions with mean and variance (or covariance)? If not, what kind of density functions are these? Is there a name?
In this article they show the following diagram:
Are all the diagrams in the little boxes really just Gaussian probability density functions with mean and variance (or covariance)? If not, what kind of density functions are these? Is there a name?
They are not Gaussian functions. The wavefunction is actually given in the top right corner of the diagram. You can see that it's the product of an exponential $e^{-\rho/2}$, with a radial function $\rho^l$, multiplied by two "special" functions; the $L$ is a generalized Laguerre polynomial, and the $Y_{lm}$ is a spherical harmonic. The probability density is the mod$^2$ of this function. The integers $n$, $l$, and $m$ are quantum numbers that specify each orbital, and are written in the brackets underneath each plot.
Are all the diagrams in the little boxes really just Gaussian probability density functions with mean and variance (or covariance)?
Well, you could approximate them with Gaussian-like densities, but that'd be a poor approximation. In fact, Gaussian function is the ground state of the quantum harmonic oscillator (SHO), so you'd be modelling your hydrogen atom as a system of electron and nucleus connected by a spring (similarly to Hooke's atom, but with only one electron).
Excited states of SHO would, additionally to the Gaussian function, be multiplied by Hermite polynomials and spherical harmonics.
If not, what kind of density functions are these? Is there a name?
They are composed of functions of two named classes:
Now, the functions you get directly when multiplying these two are not probability densities: rather, they are probability amplitudes. To get the probability density $\rho$ from a probability amplitude $\psi$, you should take the square modulus of the latter:
$$\rho=|\psi|^2.$$