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):
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SDG 7 Affordable and Clean Energy
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Collaborations and top research areas from the last five years
Publications
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Using mobile charging stations as probes to discover latent EV charging demand in stochastic environments: A deep reinforcement learning approach
Golsefidi, A. H., Huttel, F. B., Samaranayake, S. & Pereira, F. C., 2026, In: Expert Systems with Applications. 312, 44 p., 131433.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile -
Incremental expansion of large scale fixed and mobile charging infrastructure in stochastic environments: A novel graph-based Benders decomposition approach
Golsefidi, A. H., Hipolito, F., Pereira, F. C. & Samaranayake, S., 2025, In: Applied Energy. 380, 124985.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile158 Downloads (Orbit) -
Scenario Space Search for Two-Stage Stochastic Optimization Using Deep Generative Models
Hemmati Golsefidi, A. & Pisinger, D., 2025, p. 220-220.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
Open AccessFile38 Downloads (Orbit) -
Adaptive and Flexible Charging Network Expansion with Reinforcement Learning, Optimization, and Simulation
Hemmati Golsefidi, A., 2024, Technical University of Denmark. 146 p.Research output: Book/Report › Ph.D. thesis
Open AccessFile206 Downloads (Orbit) -
Predicting Trip Activities and Modes Using Long Short-Term Memory Models and Geospatial Representations
Arkoudi, I., Golsefidi, A. H., Lahoz, L. T. & Pereira, F. C., 2024, Proceedings af the 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC). p. 29-35 7 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Projects
- 1 Finished
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Charging Network optimization using Machine Learning and Operations Research
Hemmati Golsefidi, A. (PhD Student), Pereira, F. C. (Main Supervisor), Samaranayake, S. (Supervisor), Araldo, A. (Examiner) & Salazar, M. (Examiner)
01/07/2021 → 05/10/2025
Project: PhD
Activities
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Scenario Space Search for Two-Stage Stochastic Optimization Using Deep Generative Models
Hemmati Golsefidi, A. (Guest lecturer) & Pisinger, D. (Guest lecturer)
22 Jun 2025 → 25 Jun 2025Activity: Talks and presentations › Conference presentations
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PhD School on Machine Learning and Optimization
Hemmati Golsefidi, A. (Participant)
2 Sept 2025 → 4 Sept 2025Activity: Attending an event › Participating in or organising workshops, courses, seminars etc.
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Dynamic and incremental expansion of large scale fixed and mobile charging infrastructure in stochastic environment: A Benders decomposition based approach
Hemmati Golsefidi, A. (Speaker), Pereira, F. C. (Other) & Samaranayake, S. (Other)
30 Jun 2024 → 3 Jul 2024Activity: Talks and presentations › Conference presentations
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Mobile charging stations operation management to learn Electric Vehicle charging demand: Reinforcement learning approach
Hemmati Golsefidi, A. (Speaker), Pereira, F. C. (Other) & Samaranayake, S. (Other)
25 Jun 2024 → 27 Jun 2024Activity: Talks and presentations › Conference presentations
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Cornell University
Hemmati Golsefidi, A. (Visiting researcher)
27 Jan 2023 → 27 May 2023Activity: Visiting an external institution › Visiting another research institution