Esmaeel Mohammadi

According to our database, Esmaeel Mohammadi authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

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

Wastewater Treatment Plant Data for Nutrient Removal System.

Esmaeel Mohammadi, Anju Rani, Mikkel Stokholm-Bjerregaard, Daniel Ortiz Arroyo, Petar Durdevic

CoRR, 2024

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

Multi-Step Simulation Improvement for Time Series Using Exogenous State Variables.

Esmaeel Mohammadi, Daniel Ortiz Arroyo, Mikkel Stokholm-Bjerregaard, Petar Durdevic

Proceedings of the 21st International Conference on Informatics in Control, 2024