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Mehrdad Heidari

Sharif University of Technology

Tehran

Iran

  • Sharif University of Technology

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Scholarly Papers (1)

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Physics-Informed Multimodal Large Language Models for Intelligent Energy Question Answering

Number of pages: 20 Posted: 25 Feb 2026
Samar Abbas, Waqas Amin, Zhu Yuyu, Alireza Soleimani, Anna Pinnarelli, Pasquale Vizza and Mehrdad Heidari
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, University of Calabria, University of Calabria, University of Calabria and Sharif University of Technology
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Abstract:

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Physics-informed multimodal LLM, Energy question answering, Differentiable physics constraints, Power grid topology reasoning, Low-rank adaptation, Renewable energy integration, Demand and Supply