1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2024
A Hybrid Approach of Transfer Learning and Physics-Informed Modeling: Improving Dissolved Oxygen Concentration Prediction in an Industrial Wastewater Treatment Plant
Ece S. Koksal, Erdal Aydin
Constructing first principles models is a challenging task for nonlinear and complex systems such as a wastewater treatment unit. In recent years, data-driven models are widely use…
math.OC2023★ 1 cited
Physics Informed Piecewise Linear Neural Networks for Process Optimization
Ece S. Koksal, Erdal Aydin
Constructing first-principles models is usually a challenging and time-consuming task due to the complexity of the real-life processes. On the other hand, data-driven modeling, and…