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)