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Saba Munawar

A Survey on RAG with LLMs
2024 · Muhammad Arslan, Hussam Ghanem, et al. · Procedia Computer Science · 246
Driving sustainable energy transitions with a multi-source RAG-LLM system
2024 · Muhammad Arslan, Lamine Mahdjoubi, et al. · Energy and Buildings · 49
Business insights using RAG–LLMs: a review and case study
2024 · Muhammad Arslan, Saba Munawar, et al. · Journal of Decision System · 35
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Building Information Modeling (BIM) Enabled Facilities Management Using Hadoop Architecture
2017 · Muhammad Arslan, Zainab Riaz, et al. · Portland International Conference on Management of Engineering and Technology (PICMET) · 35
Monitoring indoor environmental conditions in office buildings using a sustainable Agentic RAG-LLM system
2025 · Muhammad Arslan, Saba Munawar, et al. · Energy and Buildings · 19
Large language models in building energy applications: a survey
2025 · Muhammad Arslan, Saba Munawar · Energy and Buildings · 18
Sustainable Digitalization of Business with Multi-Agent RAG and LLM
2024 · Muhammad Arslan, Saba Munawar, et al. · Procedia Computer Science · 13
Political-RAG: using generative AI to extract political information from media content
2024 · Muhammad Arslan, Saba Munawar, et al. · Journal of Information Technology & Politics · 9
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Decision Support for Building Thermal Comfort Monitoring with a Sustainable GenAI System
2024 · Muhammad Arslan, Saba Munawar, et al. · International Conference on Decision Aid Sciences and Applications (DASA) · 8
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Political Events using RAG with LLMs
2024 · Muhammad Arslan, Saba Munawar, et al. · Procedia Computer Science · 6
Sustainable Energy Decision-Making with an RAG-LLM System
2024 · Muhammad Arslan, Saba Munawar, et al. · International Conference on Decision Aid Sciences and Applications (DASA) · 5
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Large language models for business and management applications: A review
2026 · Muhammad Arslan, Saba Munawar, et al. · Information Processing & Management · 4
Large language models for sustainable water management: A review
2026 · Muhammad Arslan, Saba Munawar · Sustainable Cities and Society Advances · 3
Exploring Business Events using Multi-source RAG
2024 · Muhammad Arslan, Saba Munawar, et al. · Procedia Computer Science · 3
Sustainable Urban Water Decisions Using Generative Artificial Intelligence
2024 · Muhammad Arslan, Saba Munawar, et al. · International Conference on Decision Aid Sciences and Applications (DASA) · 2
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Environmental impact analysis of structural steels using retrieval-augmented generation and large language models
2026 · Muhammad Arslan, Saba Munawar · Green Technologies and Sustainability · 1
Analysing roadwork zone incursions and accidents using a sustainable GenAI system
2026 · Muhammad Arslan, Saba Munawar, et al. · Journal of Safety Science and Resilience · 1
Empowering SMEs with SustainWater Bot to advance urban water sustainability
2025 · Muhammad Arslan, Saba Munawar, et al. · Sustainable Cities and Society · 1
Sustainable Building Energy Performance Assessment Using a Hybrid LLM-RAG Framework
2026 · Muhammad Arslan, Fahad Mehmood, et al. · ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems (ICETSIS)
The Impact of Artificial Intelligence on Strategic Decision-Making: A Case Study of Small and Medium-Sized Enterprises (SMEs)
2026 · Amanullah, Saba Munawar, et al. · International Journal of Social Science & Entrepreneurship
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Digital Leadership and Organizational Agility: Evidence From Pakistani Higher Education Institutions
2026 · Dr. Saba Farooq*, Saba Munawar, et al. · Journal of Business and Management Research
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The Long-Term Impact of Early STEAM Education on Academic Achievement and Equity in the United States: A Qualitative Meta-Synthesis of Secondary Data
2026 · Saba Munawar · ACADEMIA International Journal for Social Sciences
Business-RAG: Advancing Enterprise Information Extraction with Llama and DeepSeek
2025 · Muhammad Arslan, Saba Munawar, et al. · Communications in computer and information science
Works count: 23
Citation count: 456
H-index: 8
I10-index: 7
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