Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Industrial PhD Student, Krüger A/S
1 Jan 2022 → 1 Jan 2025
Keywords
- Computer Science
- Deep Learining
- Control
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Collaborations from the last five years
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Projects
- 1 Finished
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RecaP: Capture, recycling and societal management of phosphorus in the environment
Nielsen, P. H. (PI), Valenca, R. M. (Project Participant), Mohammadi, E. (Project Participant), Hove Hansen, S. (Project Participant), Nierychlo, M. A. (Project Participant) & Durdevic, P. (Project Participant)
EU - Horizon 2020 – Excellent Science - Marie-Sklodowska-Curie Actions
01/03/2021 → 28/02/2025
Project: Research
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Application of Soft Actor-Critic algorithms in optimizing wastewater treatment with time delays integration
Mohammadi, E., Ortiz Arroyo, D., Hansen, A. A., Stokholm-Bjerregaard, M., Gros, S., Anand, A. S. & Durdevic, P., 14 Mar 2025, (Accepted/In press) In: Expert Systems with Applications.Research output: Contribution to journal › Journal article › Research › peer-review
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Application of Soft Actor-Critic Algorithms in Optimizing Wastewater Treatment with Time Delays Integration
Mohammadi, E., Ortiz Arroyo, D., Hansen, A. A., Stokholm-Bjerregaard, M., Gros, S., Anand, A. S. & Durdevic, P., 27 Nov 2024, arXiv.Research output: Working paper/Preprint › Preprint
Open Access -
Deep learning based simulators for the phosphorus removal process control in wastewater treatment via deep reinforcement learning algorithms
Mohammadi, E., Stokholm-Bjerregaard, M., Hansen, A. A., Nielsen, P. H., Ortiz Arroyo, D. & Durdevic, P., Feb 2024, In: Engineering Applications of Artificial Intelligence. 133, Part A, 107992.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile9 Citations (Scopus)13 Downloads (Pure) -
Improved Long Short-Term Memory-based Wastewater Treatment Simulators for Deep Reinforcement Learning
Mohammadi, E., Ortiz Arroyo, D., Stokholm-Bjerregaard, M., Hansen, A. A. & Durdevic, P., 22 Mar 2024, arXiv.Research output: Working paper/Preprint › Preprint
Open AccessFile -
Multi-Step Simulation Improvement for Time Series Using Exogenous State Variables
Mohammadi, E., Ortiz Arroyo, D., Stokholm-Bjerregaard, M. & Durdevic, P., 29 Nov 2024, Proceedings of the 21st International Conference on Informatics in Control, Automation and Robotics. Porto, Portugal: SciTePress, Vol. 1. p. 651-659 9 p. (ICINCO International Conference on Informatics in Control, Automation and Robotic).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile26 Downloads (Pure)