Hilbert Vibration Decomposition-based epileptic seizure prediction with neural network. - Barkin Büyükçakir; Furkan Elmaz; Ali Yener Mutlu (Comput. Biol. Medicine, 2020)

Autonomous Building Control Using Offline Reinforcement Learning. - Jorren Schepers; Reinout Eyckerman; Furkan Elmaz; Wim Casteels; Steven Latré; Peter Hellinckx (3PGCIC, 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 approach for optimizing solvent-switch processes. - Furkan Elmaz; Ulderico Di Caprio; Min Wu; Yentl Wouters; Geert Van Der Vorst; Niels Vandervoort; Ali Anwar 002; Mumin Enis Leblebici; Peter Hellinckx; Siegfried Mercelis (Comput. Chem. Eng., 2023)

Hybrid modelling of a batch separation process. - Ulderico Di Caprio; Min Wu; Furkan Elmaz; Yentl Wouters; Niels Vandervoort; Ali Anwar 002; Siegfried Mercelis; Steffen Waldherr; Peter Hellinckx; Mumin Enis Leblebici (Comput. Chem. Eng., 2023)

SI-M/O: Swarm Intelligence-based Modeling and Optimization of complex synthesis reaction processes. - Min Wu; Ulderico Di Caprio; Furkan Elmaz; Florence H. Vermeire; Bert Metten; Olivier Van Der Ha; Dries De Clercq; Siegfried Mercelis; Peter Hellinckx; Leen Braeken; Mumin Enis Leblebici (Comput. Chem. Eng., 2023)

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)