MiDAS: the field guide to the microbes of activated sludge. - Simon Jon McIlroy; Aaron Marc Saunders; Mads Albertsen; Marta Nierychlo; Bianca McIlroy; Aviaja Anna Hansen; Søren Michael Karst; Jeppe Lund Nielsen; Per Halkjær Nielsen (Database J. Biol. Databases Curation, 2015)

Improved Long Short-Term Memory-based Wastewater Treatment Simulators for Deep Reinforcement Learning. - Esmaeel Mohammadi; Daniel Ortiz Arroyo; Mikkel Stokholm-Bjerregaard; Aviaja Anna Hansen; Petar Durdevic (CoRR, 2024)

Deep learning based simulators for the phosphorus removal process control in wastewater treatment via deep reinforcement learning algorithms. - Esmaeel Mohammadi; Mikkel Stokholm-Bjerregaard; Aviaja Anna Hansen; Per Halkjær Nielsen; Daniel Ortiz Arroyo; Petar Durdevic (Eng. Appl. Artif. Intell., 2024)

Application of Soft Actor-Critic algorithms in optimizing wastewater treatment with time delays integration. - Esmaeel Mohammadi; Daniel Ortiz Arroyo; Aviaja Anna Hansen; Mikkel Stokholm-Bjerregaard; Sébastien Gros; Akhil S. Anand; Petar Durdevic (Expert Syst. Appl., 2025)