Recently, there has been significant interest in harnessing
hot-carriers
generated from the decay of localized surface plasmons in metallic
nanoparticles for applications in photocatalysis, photovoltaics, and
sensing. In this work, we develop an atomistic method that makes it
possible to predict the population of hot-carriers under continuous
wave illumination for large nanoparticles of relevance to experimental
studies. For this, we solve the equation of motion of the density
matrix, taking into account both the excitation of hot-carriers and
subsequent relaxation effects. We present results for spherical Au
and Ag nanoparticles with up to 250,000 atoms. We find that the population
of highly energetic carriers depends on both the material and the
nanoparticle size. We also study the increase in the electronic temperature
upon illumination and find that Ag nanoparticles exhibit a much larger
temperature increase than Au nanoparticles. Finally, we investigate
the effect of using different models for the relaxation matrix but
find that the qualitative features of the hot-carrier population are
robust. These insights can be harnessed for the design of improved
hot-carrier devices.