Furkan Elmaz

According to our database, Furkan Elmaz authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Advancing MOSFET Fault Type Detection Through Data-Driven Unsupervised Learning.

Abdallah Alfaham, Murat Kocak, Furkan Elmaz, Jérôme Mitard, Joris Vanderschrick, Kevin Mets, Siegfried Mercelis

Proceedings of the 51st Annual Conference of the IEEE Industrial Electronics Society, 2025

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

Proceedings of the IEEE International Conference on Mechatronics, 2025

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., November, 2023

Hybrid modelling of a batch separation process.

Ulderico Di Caprio, Min Wu, Furkan Elmaz, Yentl Wouters, Niels Vandervoort, Ali Anwar, Siegfried Mercelis, Steffen Waldherr, Peter Hellinckx, Mumin Enis Leblebici

Comput. Chem. Eng., September, 2023

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, Mumin Enis Leblebici, Peter Hellinckx, Siegfried Mercelis

Comput. Chem. Eng., August, 2023

2022

Transfer Learning-based Hybrid Modeling Approach for Indoor Temperature Modeling.

Furkan Elmaz, Sara Ghane, Thomas Huybrechts, Ali Anwar, Siegfried Mercelis, Peter Hellinckx

Proceedings of the IECON 2022, 2022

2021

Autonomous Building Control Using Offline Reinforcement Learning.

Jorren Schepers, Reinout Eyckerman, Furkan Elmaz, Wim Casteels, Steven Latré, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2021

2020

Hilbert Vibration Decomposition-based epileptic seizure prediction with neural network.

Barkin Büyükçakir, Furkan Elmaz, Ali Yener Mutlu

Comput. Biol. Medicine, 2020