Asphalt cement is a rheological material because its deformation characteri
stics vary not only with load but also with rate of load application. The c
hemical composition of asphalt cement affects its behavior. One of the meth
ods that has been developed to study the molecular structure of materials i
s high pressure-gel permeation chromatography CHP-GPC). In this paper, the
possibility of using the HP-GPC chromatograms to predict asphalt rheologica
l properties is evaluated. Mathematical models are generated to predict the
rheological properties of asphalt cement based on its molecular size. In t
he Gulf countries, there are currently four asphalt-producing refineries th
at include Ras Tanura and Riyadh refineries in Saudi Arabia, Al-Ahmadi refi
nery in Kuwait, and Bapco refinery in Bahrain. The asphalt produced by thos
e refineries is referred to as "Arabian asphalt." For this study to be comp
rehensive, it was decided to collect asphalt samples from all those refiner
ies. Another set of polymer modified asphalt samples with 5, 10, and 15% cr
umb rubber and 3, 6, and 9% styrene-butadiene-styrene was included in this
study to evaluate the effect of polymer modification on the molecular size
distribution of the asphalt samples.