Dynamic modeling of an industrial diesel hydroprocessing plant by the method of continuous lumping. - Erdal Aydin; Ayse D. Celebi; Hasan Sildir; Yaman Arkun; Ummuhan Canan; Gamze Is; Murat Erdogan (Comput. Chem. Eng., 2015)

Plant-wide optimization and control of an industrial diesel hydro-processing plant. - Erdal Aydin; Yaman Arkun; Gamze Is; Mustafa Mutlu; Mine Dikbas (Comput. Chem. Eng., 2016)

Dynamic optimization of constrained semi-batch processes using Pontryagin's minimum principle - An effective quasi-Newton approach. - Erdal Aydin; Dominique Bonvin; Kai Sundmacher (Comput. Chem. Eng., 2017)

NMPC using Pontryagin's Minimum Principle-Application to a two-phase semi-batch hydroformylation reactor under uncertainty. - Erdal Aydin; Dominique Bonvin; Kai Sundmacher (Comput. Chem. Eng., 2018)

Design of Feedforward Neural Networks in the Classification of Hyperspectral Imagery Using Superstructural Optimization. - Hasan Sildir; Erdal Aydin; Taskin Kavzoglu (Remote. Sens., 2020)

Optimal artificial neural network architecture design for modeling an industrial ethylene oxide plant. - Hasan Sildir; Sahin Sarrafi; Erdal Aydin (Comput. Chem. Eng., 2022)

Physics-informed recurrent neural networks and hyper-parameter optimization for dynamic process systems. - Tuse Asrav; Erdal Aydin (Comput. Chem. Eng., 2023)

Physics Informed Piecewise Linear Neural Networks for Process Optimization. - Ece Serenat Koksal; Erdal Aydin (Comput. Chem. Eng., 2023)

Physics-informed and data-driven modeling of an industrial wastewater treatment plant with actual validation. - Ece Serenat Koksal; Tuse Asrav; Elif Ecem Esenboga; Ahmet Cosgun; Gizem Kusoglu; Erdal Aydin (Comput. Chem. Eng., 2024)

A Hybrid Approach of Transfer Learning and Physics-Informed Modeling: Improving Dissolved Oxygen Concentration Prediction in an Industrial Wastewater Treatment Plant. - Ece Serenat Koksal; Erdal Aydin (CoRR, 2024)

Equipment Selection for Coupling a Microgrid with a Power-to-Gas System in the Context of Optimal Design and Operation. - Handan Akulker; Erdal Aydin (Comput. Chem. Eng., 2024)