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Muhammad Shahbaz

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#graph neural networks Open access Oct 2026

Toward AI-Augmented Applied Systems: Emerging AI and LLM Directions Across Trajectory Prediction, Cybersecurity, and Engineering Automation

This paper reviews fifteen recent publications (2015-2026) spanning trajectory prediction, cybersecurity and trust management, classical machine learning and algorithmic optimisation, and engineering automation, and asks a forward-looking question: where is artificial intelligence — particularly Large Language Models (...

Muhammad Shahbaz, Muhammad Emran, Rubiya Hanni Shafiulla Kannavalli et al. · 0 citations

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