Erdal Aydin

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 11

Top Topics

Dynamic Optimization

Arabidopsis Thaliana

Top Venues

Comput. Chem. Eng.

Publications

Ece Serenat Koksal, Tuse Asrav, Elif Ecem Esenboga, Ahmet Cosgun, Gizem Kusoglu, Erdal Aydin
Physics-informed and data-driven modeling of an industrial wastewater treatment plant with actual validation. Comput. Chem. Eng. 189 (2024)
Ece Serenat Koksal, Erdal Aydin
A Hybrid Approach of Transfer Learning and Physics-Informed Modeling: Improving Dissolved Oxygen Concentration Prediction in an Industrial Wastewater Treatment Plant. CoRR (2024)
Handan Akulker, Erdal Aydin
Equipment Selection for Coupling a Microgrid with a Power-to-Gas System in the Context of Optimal Design and Operation. Comput. Chem. Eng. 181 (2024)
Tuse Asrav, Erdal Aydin
Physics-informed recurrent neural networks and hyper-parameter optimization for dynamic process systems. Comput. Chem. Eng. 173 (2023)
Ece S. Koksal, Erdal Aydin
Physics Informed Piecewise Linear Neural Networks for Process Optimization. CoRR (2023)
Ece Serenat Koksal, Erdal Aydin
Physics Informed Piecewise Linear Neural Networks for Process Optimization. Comput. Chem. Eng. 174 (2023)
Hasan Sildir, Sahin Sarrafi, Erdal Aydin
Optimal artificial neural network architecture design for modeling an industrial ethylene oxide plant. Comput. Chem. Eng. 163 (2022)
Hasan Sildir, Erdal Aydin, Taskin Kavzoglu
Design of Feedforward Neural Networks in the Classification of Hyperspectral Imagery Using Superstructural Optimization. Remote. Sens. 12 (6) (2020)
Erdal Aydin, Dominique Bonvin, Kai Sundmacher
NMPC using Pontryagin's Minimum Principle-Application to a two-phase semi-batch hydroformylation reactor under uncertainty. Comput. Chem. Eng. 108 (2018)
Erdal Aydin, Dominique Bonvin, Kai Sundmacher
Dynamic optimization of constrained semi-batch processes using Pontryagin's minimum principle - An effective quasi-Newton approach. Comput. Chem. Eng. 99 (2017)
Erdal Aydin, Yaman Arkun, Gamze Is, Mustafa Mutlu, Mine Dikbas
Plant-wide optimization and control of an industrial diesel hydro-processing plant. Comput. Chem. Eng. 87 (2016)
Erdal Aydin, Ayse D. Celebi, Hasan Sildir, Yaman Arkun, Ummuhan Canan, Gamze Is, Murat Erdogan
Dynamic modeling of an industrial diesel hydroprocessing plant by the method of continuous lumping. Comput. Chem. Eng. 82 (2015)