Machine learning for membrane bioreactor research: principles, methods, applications, and a tutorial

An in-depth exposition of machine learning theory is provided and it is notable that integration of deep learning, automated machine learning (AutoML) and explainable artificial intelligence (XAI) may facilitate the deployment of models in practical engineering applications.