3 papers
cs.CV2026
Fast Fourier Convolutional GAN for 30 m Clear-Sky Land Surface Temperature Gap-Free Reconstruction
Marwa Alfouly, Smajil Halilovic, Nils Bochow +3
Satellite-derived Land Surface Temperature (LST) provides spatially comprehensive data that ground stations cannot match. However, its utility is frequently limited by severe data…
cs.LG2026
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…
math.OC2026
Optimization of Closed-Loop Shallow Geothermal Systems Using Analytical Models
Oliver Heinzel, Smajil Halilovic, Thomas Hamacher +1
Closed-loop shallow geothermal systems are one of the key technologies for decarbonizing the residential heating and cooling sector. The primary type of these systems involves vert…