Cement production requires a lot of energy and is also one of the most important sources of carbon dioxide emissions. Consequently, the replacement of part of the cement with a more environmentally friendly material, such as zeolite, is of great importance. The present research involves the conducting of a series of laboratory tests on loose sand specimens (
) grouted with cementitious materials (cement and zeolite) to investigate the effect of different parameters, such as the size of the sand particles, the ratio of water to cementitious materials (
W/CM) and the replacement of a certain percentage of the cement in the grout with zeolite (
Z), on the unconfined compressive strength (
UCS) of the grouted sand specimens. The results indicate that for all the grout
W/CM and sand grain sizes, when
Z is increased from zero zeolite (
Z0), the
UCS initially increases. Then, after reaching an optimal amount (
Z30), it decreases. Moreover, increasing both the size of the sand particles and the
W/CM of the grout is seen to reduce the
UCS of the grouted specimens. The
UCS of the grouted sand specimens increases with the equilibrium of
SiO2 and
Al2O3 with
CaO elements in the grouting suspension. Finally, equations with a high performance are proposed to predict the
UCS of sands grouted with zeolite-cement using a multiple regression model (
MRM) and a group method of data handling (
GMDH)-type neural network.
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