TY  - GEN 
AU  - Perko, Janez
AU  - Laloy, Eric
AU  - Zarzuela Sánchez, Rafael
AU  - Couckuyt, Ivo
AU  - Garcia-Navarro, R.
AU  - Mosquera Díaz, María Jesús
A4  - Química Física
PY  - 2023
SN  - 0958-9465
UR  - http://hdl.handle.net/10498/29339
AB  - The effectiveness of sol-gel based treatments for the protection of concrete depends on their capacity to penetrate into the material pores. Optimization of sol formulation to achieve maximum penetration depth is not a straightforward process, as the...
LA  - eng
PB  - Elservier
KW  - Impregnation products
KW  - Optimization
KW  - Machine learning
KW  - Gaussian processes
KW  - Penetration depth
KW  - Pore size distribution
KW  - Mortars
TI  - A combined data-driven, experimental and modelling approach for assessing the optimal composition of impregnation products for cementitious materials
DO  - 10.1016/j.cemconcomp.2022.104903
ER  -