AEM Water Electrolyzer Performance Prediction and Multi-Objective Optimization Using a LightGBM-Based Surrogate Model
This study proposes a LightGBM-based surrogate model for fast performance prediction and multi-objective optimization of an anion exchange membrane (AEM) water electrolyzer. A dataset of 5000 samples was generated from an electrochemical simulation model by varying key operating and electrochemical parameters, includ...