On-line twin independent support vector machines. - Fatemeh Alamdar; Sara Ghane; Ali Amiri 002 (Neurocomputing, 2016)

Supply temperature control of a heating network with reinforcement learning. - Sara Ghane; Stef Jacobs; Wim Casteels; Christian Brembilla; Siegfried Mercelis; Steven Latré; Ivan Verhaert; Peter Hellinckx (ISC2, 2021)

Transfer Learning-based Hybrid Modeling Approach for Indoor Temperature Modeling. - Furkan Elmaz; Sara Ghane; Thomas Huybrechts; Ali Anwar 002; Siegfried Mercelis; Peter Hellinckx (IECON, 2022)

Reinforcement learning based mass flow and supply temperature control for combined heat distribution. - Stef Jacobs; Sara Ghane; Ali Anwar 002; Siegfried Mercelis; Peter Hellinckx; Ivan Verhaert (IECON, 2022)

Real-World Implementation of Offline Model-Free Reinforcement Learning for Thermostat Control. - Sara Ghane; Furkan Elmaz; Stef Jacobs; Thomas Huybrechts; Ivan Verhaert; Siegfried Mercelis; Erik Mannens (ICM, 2025)

Model-Free Deep Reinforcement Learning for Adaptive Supply Temperature Control in Collective Space Heating Systems. - Sara Ghane; Stef Jacobs; Thomas Huybrechts; Peter Hellinckx; Siegfried Mercelis; Ivan Verhaert; Erik Mannens (ACM Trans. Intell. Syst. Technol., 2025)