works on
geothermal heat exchangers 1heterogeneous soil thermal modeling 1physics-informed neural networks 1singular source removal 1thermal conductivity parameterization 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

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

Moke Rao, Thomas Hamacher, Smajil Halilovic

The paper introduces a physics‑informed neural network that learns a universal correction term for temperature fields around borehole heat exchangers in heterogeneous soil, using a…