Research output per year
Research output per year
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Dive into the research topics where Hamid Mirshekali is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Researchers
Collaborations and top research areas from the last five years
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A Deployment-Oriented Scoping Review of SLMs and LLMs in Energy Systems
Shadi, M. R., Mirshekali, H. & Shaker, H. R., 2026, (Accepted/In press) Proceedings of the 20th International Conference on Computer Science & Education. IEEEResearch output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Automating Machine Learning Optimization for Fault Prediction in District Heating Using Large Language Models
Rishoj Jensen, T. V., Tahavori, M., Mirshekali, H. & Shaker, H. R., 2026, Proceedings - 5th International Conference on Informatics and Software Engineering, IISEC 2026. Yazici, A. (ed.). IEEE, p. 415-420Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Data-Driven Asset Management in District Heating: Barriers, Insights, and Future Pathways
Shadi, M. R., Mirshekali, H., Tahavori, M. & Shaker, H. R., Mar 2026, 2026 International Conference on Machine Learning and Autonomous Systems (ICMLAS). IEEE, p. 87-92Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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LLM EnergyAdvisor: An Explainable ReAct Agent for Local Multimodal District Heating Interpretation
Mirshekali, H., Shadi, M. R. & Shaker, H. R., 2026, The Second International Conference on Innovative and Intelligent Information Technologies (IC3IT’26).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Reinforcement-learning-driven Prescriptive Operation and Maintenance of distributed energy storage for cost-effective grid asset protection
Bank, T., Wagner Madsen, F., Mirshekali, H. & Shaker, H. R., 1. Jan 2026, In: Journal of Energy Storage. 141, 14 p., 119338.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile22 Downloads (Pure)
Activities
- 1 Other
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Lead coordinator, AI Applications for Energy Systems, International Smart Grid Action Network (ISGAN)
Shaker, H. R. (Participant), Mirshekali, H. (Participant) & Shadi, M. R. (Participant)
2026 → 2027Activity: Other activities › Other
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ThermoSense
Shaker, H. R. (PI), Mirshekali, H. (Project participant), Shadi, M. R. (Project participant) & Jensen, T. V. R. (Project participant)
01/04/2026 → 31/03/2029
Project: Research
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Participation in IEA ISGAN Working Group 6 ‘Power T&D Systems'
Shaker, H. R. (PI), Mirshekali, H. (Project participant) & Shadi, M. R. (Project participant)
01/04/2025 → 31/03/2028
Project: Research
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PowerGridOptimiser
Shaker, H. R. (Co-PI), Bayati, N. (Project participant), Mirshekali, H. (Project participant), Shadi, M. R. (Project participant) & Khan, M. A. (Project participant)
01/04/2024 → 31/03/2027
Project: Research
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Scalable LLM EnergyAdvisor: On-Prem AI Infrastructure for Maintenance Decision Support
Mirshekali, H. (PI), Shadi, M. R. (Project participant) & Shaker, H. R. (Project participant)
01/02/2026 → 31/12/2026
Project: Research
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Insight2Act: An Agentic LLM Platform for Predictive Grid Asset Intervention and Renewal Planning
Shadi, M. R. (PI), Mirshekali, H. (Project participant) & Shaker, H. R. (Project participant)
01/06/2026 → 31/12/2026
Project: Research
Press/Media
Prizes
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Best Paper Award at The Second International Conference on Innovative and Intelligent Information Technologies (IC3IT’26)
Mirshekali, H. (Recipient), Shadi, M. R. (Recipient) & Shaker, H. R. (Recipient), 2026
Prize: Prizes, scholarships, distinctions