Author

H. X. Nguyen

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#machine learning Preprint Sep 2026

Sparse Incident-Cluster Learning for 12-hour Port Flood Pre-warning in Digital-Twin Analytics

This work forms 12-hour port flood pre-warning as an incident-cluster learning problem and evaluates a digital-twin analytics module using eight-point water-level histories, prediction-time contextual covariates, and interpretable short-window dynamics to create an offline-evaluated analytics and validation module desi...

Jie Zhang, Qiang Ni, David Windridge et al. · 0 citations

Open access Aug 2026

Quantum-Based Solutions for Security Enhancement in Open Radio Access Networks

Post-quantum cryptography (PQC), quantum cryptography, quantum authentication, and quantum-enhanced threat detection within a zero-trust architecture based on continuous verification, least privilege, and micro-segmentation are discussed.

Dzung Quoc Ngo, Tharmikka Raveendranathan, Tuan Anh Le et al. · IEEE wireless communications · 0 citations

Open access 2026

Bio-Inspired Optimization for RIS-Aided SWIPT Toward Crisis-Resilient Communications

Numerical results demonstrate that the proposed FFA-based approach achieves significant transmit power savings and outperforms conventional alternating optimization techniques in both solution quality and scalability.

H. Nguyen, Tharmikka Raveendranathan, Kieu-Xuan Thuc et al. · IEEE Access · 0 citations