Ms. Marianna Notarnicola is a researcher and industry professional specializing in data-driven digital twins, smart energy infrastructures, and AI-enabled urban systems, with a strong focus on practical deployment within telecommunications and energy sectors. Affiliated with Nokia Siemens Networks S.p.A., Italy, her work bridges advanced data analytics, retrieval-augmented generation (RAG), and smart city technologies to enhance the intelligence, resilience, and efficiency of energy infrastructure digital twins. She has authored 5 publications, which have received 45 citations and 3 h-index, reflecting a solid and growing impact within an interdisciplinary research community spanning smart cities, energy systems, and applied AI. Her collaborations with 23 international co-authors demonstrate strong engagement with cross-sector and multi-institutional research networks. A notable achievement includes her open-access 2024 publication on RAG-based digital twins, contributing to transparent, scalable, and data-centric urban energy management. Overall, her research supports sustainable infrastructure development, informed decision-making, and the societal transition toward smarter, greener cities.
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