CNN-LSTM architecture for predictive indoor temperature modeling
Elmaz, Furkan, Eyckerman, Reinout, Casteels, Wim, Latré, Steven, Hellinckx, Peter
Published in Building and environment (01.12.2021)
Published in Building and environment (01.12.2021)
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Journal Article
Hilbert Vibration Decomposition-based epileptic seizure prediction with neural network
Büyükçakır, Barkın, Elmaz, Furkan, Mutlu, Ali Yener
Published in Computers in biology and medicine (01.04.2020)
Published in Computers in biology and medicine (01.04.2020)
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Journal Article
Classification of solid fuels with machine learning
Elmaz, Furkan, Büyükçakır, Barkın, Yücel, Özgün, Mutlu, Ali Yener
Published in Fuel (Guildford) (15.04.2020)
Published in Fuel (Guildford) (15.04.2020)
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Journal Article
Hybrid modelling of a batch separation process
Di Caprio, Ulderico, Wu, Min, Elmaz, Furkan, Wouters, Yentl, Vandervoort, Niels, Anwar, Ali, Mercelis, Siegfried, Waldherr, Steffen, Hellinckx, Peter, Leblebici, M. Enis
Published in Computers & chemical engineering (01.09.2023)
Published in Computers & chemical engineering (01.09.2023)
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Journal Article
Reinforcement learning-based approach for optimizing solvent-switch processes
Elmaz, Furkan, Di Caprio, Ulderico, Wu, Min, Wouters, Yentl, Van Der Vorst, Geert, Vandervoort, Niels, Anwar, Ali, Leblebici, M. Enis, Hellinckx, Peter, Mercelis, Siegfried
Published in Computers & chemical engineering (01.08.2023)
Published in Computers & chemical engineering (01.08.2023)
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Journal Article
Simulation and quantitative analysis of Raman spectra in chemical processes with autoencoders
Wu, Min, Di Caprio, Ulderico, Van Der Ha, Olivier, Metten, Bert, De Clercq, Dries, Elmaz, Furkan, Mercelis, Siegfried, Hellinckx, Peter, Braeken, Leen, Vermeire, Florence, Leblebici, M. Enis
Published in Chemometrics and intelligent laboratory systems (15.05.2024)
Published in Chemometrics and intelligent laboratory systems (15.05.2024)
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Journal Article
SI-M/O: Swarm Intelligence-based Modeling and Optimization of complex synthesis reaction processes
Wu, Min, Di Caprio, Ulderico, Elmaz, Furkan, Vermeire, Florence, Metten, Bert, Van Der Ha, Olivier, De Clercq, Dries, Mercelis, Siegfried, Hellinckx, Peter, Braeken, Leen, Leblebici, M. Enis
Published in Computers & chemical engineering (01.11.2023)
Published in Computers & chemical engineering (01.11.2023)
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Journal Article
Predictive Modeling of the Syngas Production from Methane Dry Reforming over Cobalt Catalyst with Statistical and Machine Learning Based Approaches
ELMAZ, Furkan, YÜCEL, Özgün, MUTLU, Ali Yener
Published in International Journal of Advances in Engineering and Pure Sciences (31.03.2020)
Published in International Journal of Advances in Engineering and Pure Sciences (31.03.2020)
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Journal Article
A comparative study of swarm intelligence and artificial neural networks applications in modeling complex reaction processes
Wu, Min, Di Caprio, Ulderico, Elmaz, Furkan, Metten, Bert, De Clercq, Dries, Van Der Ha, Olivier, Mercelis, Siegfried, Hellinckx, Peter, Braeken, Leen, Leblebici, M. Enis
Published in Computer Aided Chemical Engineering (2022)
Published in Computer Aided Chemical Engineering (2022)
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Book Chapter
Transfer Learning-based Hybrid Modeling Approach for Indoor Temperature Modeling
Elmaz, Furkan, Ghane, Sara, Huybrechts, Thomas, Anwar, Ali, Mercelis, Siegfried, Hellinckx, Peter
Published in IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society (17.10.2022)
Published in IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society (17.10.2022)
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Conference Proceeding
Stochastic Optimization of PID Parameters for Twin Rotor System with Multiple Nonlinear Regression
Buyukcakir, Barkin, Elmaz, Furkan, Sahin, Savas, Aydin, Levent
Published in 2018 6th International Conference on Control Engineering & Information Technology (CEIT) (01.10.2018)
Published in 2018 6th International Conference on Control Engineering & Information Technology (CEIT) (01.10.2018)
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Conference Proceeding
HYBRID MODELLING AND CONTROL OF INDUSTRIAL BATCH DISTILLATION PROCESSES
DI CAPRIO, Ulderico, HELLINCKX, Peter, LEBLEBICI, Mumin Enis, ELMAZ, Furkan, WU, Min, MERCELIS, Siegfried
Year of Publication 20.06.2024
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Year of Publication 20.06.2024
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