J Fernández

Data-driven surrogates for predicting thermal performance and response functions of thermo-active piles

Purpose This paper develops fast, accurate data-driven surrogate models to predict the thermal performance and thermal response functions of single thermo-active piles. These replace computationally expensive finite element simulations and geometry-specific g-function calculation...