The structures of liquid Al80Mn20 and Al80Ni20 are simulated by molecu
lar dynamics using interatomic potentials derived from neutron diffrac
tion data. For these two alloys, the generated three dimensional parti
cle configurations are consistent with the experimental partial pair c
orrelation functions. The characterization of the local symmetries by
both the construction of the Voronoi polyhedra and the calculation of
the second-order invariants of spherical harmonics allows us to confir
m the existence of a local icosahedral order in the quasicrystal-formi
ng liquid Al80Mn20 and its absence in liquid Al80Ni20 about 70 K above
the liquidus line. Molecular dynamics simulations of the correspondin
g supercooled liquids show that this order increases strongly for A180
Mn20 and starts to develop for Al80Ni20. An improvement of the agreeme
nt between the experimental and calculated pair correlation functions
by the reverse Monte Carlo method yields liquid configurations charact
erized by the same most frequently observed Voronoi polyhedra as those
obtained in the molecular dynamics configurations, but with lower per
centages.