RT info:eu-repo/semantics/article T1 Design of Experiments Approach for Efficient Heavy Metals Stabilization Using Metakaolin-Based Geopolymers A1 Russo, Raffaele Emanuele A1 Santoni, Elisa A1 Fattobene, Martina A1 Giovini, Mattia A1 Genua, Francesco A1 Leonelli, Cristina A1 Lancellotti, Isabella A1 Herrero Gutiérrez, Ana A1 Berrettoni, Mario K1 Alkali activation K1 Metakaolin-based geopolymer K1 Chromium salts K1 Nickel salts K1 Heavy metal stabilization K1 Multivariate approach K1 Design of experiments K1 Principal component analysis K1 Metales pesados K1 Heavy metals K1 Polímeros K1 Polymers AB Alkali-activated aluminosilicate matrices are increasingly studied for their ability to stabilize hazardous metal contaminants via alkali activation at room temperature. In this study, metakaolin-based geopolymers were used to immobilize chromium and nickel salts, with systematic variation of key synthesis parameters, Na/Al molar ratio, metal concentration, anion type, and alkaline solution aging time, which have not been previously studied. A Design of Experiments approach was employed to study the effect of factors on metal leaching behavior and to better understand the underlying immobilization mechanisms. The analysis revealed that higher Na/Al ratios significantly enhance geopolymerization and reduce metal release, as supported by FTIR spectral shifts and decreased shoulder intensity. Notably, aging time had an influence on chromium behavior due to its effect on early silicate network formation, which can hinder the incorporation of chromium species. All tested formulations achieved metal immobilization rates of 98.8% or higher for both chromium and nickel. Overall, this study advances our understanding of geopolymer-based heavy metal immobilization. PB MDPI SN 1420-3049 YR 2025 FD 2025-08 LK https://hdl.handle.net/10259/10860 UL https://hdl.handle.net/10259/10860 LA eng NO This research was funded by PNRR Next Generation UE, Mission 4, Component 2, Investment 1.1, D.D. N. 104 MUR 02/02/2022, and PRIN 2022 ACCHA-Advanced Chemical Characterization of Heavy Metals and Anions Encapsulated in Geopolymers with Synthetic Redox Environment, grant number 2022LKEKJ7, CUPE53D23008480006. DS Repositorio Institucional de la Universidad de Burgos RD 19-abr-2026