Systems of excess electrons confined in cylindrical semiconductor quantum d
ots, i.e., artificial atoms of cylindrical symmetry, are studied by the unr
estricted Hartree-Fock method. The confinement potential is assumed in the
form of three-dimensional cylindrically symmetric potential well of finite
depth. The calculations have been performed for artificial atoms with the n
umber of electrons from 1 to 10. We have taken into account the external ma
gnetic field applied parallel to the axis of the cylinder and studied the i
nfluence of quantum-dot geometry on the maximum number of confined electron
s and the ground-state spinorbital configuration. The applicability of the
quasi-two-dimensional model of quantum dots has been discussed and the magn
etic-field behavior has been predicted for quantum cylinders of comparable
diameter and height. We have applied the present model to a description of
single-electron charging of self-assembled quantum dots and obtained a good
agreement with capacitance-spectroscopy data.