A hybrid analytical-PINN model for subsurface simulation of geothermal heat exchangers in heterogeneous underground

Moke Rao, Thomas Hamacher, Smajil Halilovic

In this paper, a parametric physics-informed neural network for solving the heterogeneous soil thermal problem with borehole heat exchangers (BHEs) as singular sources is developed…