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Research

Exploring intelligent systems that sense, communicate, decide,
and act — securely — in the physical world.

My research sits at the intersection of communications, AI, agriculture, and secure systems. The goal is to design trustworthy, efficient, and autonomous technologies that make measurable impact in real-world environments.

Featured Research Themes

Intelligent Communications

AI-native communication systems for robust, adaptive, and secure connectivity in complex environments.

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Agentic AI

Autonomous agents that perceive, reason, coordinate, and act with explicit reliability and safety constraints.

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Smart Agriculture

AI and IoT systems for precision agriculture, sustainable food systems, and resilient rural environments.

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Quantum-Safe Systems

Future-proof security for connected systems through post-quantum and quantum-safe architecture.

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Selected Publications

Data driven adaptive SVC control for 110 kV substations using machine learning and edge deployment validation

Nguyen Thanh Quang, Ngo Trung Kien
Discover Electronics

Research contribution published as a journal record.

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Smart and Sustainable Agriculture: Offline Reinforcement Learning for Intelligent Handover in Hybrid VLC/RF Agricultural IoT Networks

Ngo Trung Kien, Vuong Thi Nhung, Le Anh Ngoc
LNEE

Research contribution published as a book chapter record.

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Multi-Agent Systems for Nontraditional Financial Security: Architecture, mechanisms, stress testing, and policy implications

Trung Kien Ngo, Thu Huyen Hoang, Thanh Tung Trinh
CITA 2026

Research contribution published as a conference record.

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Towards food sustainability and security: Crop-aware network optimization using multi-agent reinforcement learning in hybrid VLC/RF systems

T. K. Ngo, N. V. Thi, P. A. Nguyen, and L. A. Ngoc
FutureTech 2026

Research contribution published as a conference record.

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Research Trajectory

Research foundation

Beginning of the verified research record in communications and intelligent systems.

Wireless systems

M.Sc. in Wireless Communication Engineering at the University of Oulu.

Hybrid networks

Ph.D. in ICT at the University of Palermo focused on intelligent hybrid VLC/RF management.

Research & teaching

Joined Hanoi School of Business and Management, VNU as Lecturer and Researcher.

Trustworthy systems

Expanding work across agentic AI, smart agriculture, and quantum-safe connected systems.

Evidence & Collaboration

Methods & Rigor

Reproducible research, formal models, careful evaluation, and clear provenance.

Data & Benchmarks

Evidence-centered evaluation for networks, AI systems, and connected environments.

Applied Validation

Research designed to connect theoretical contribution with practical deployment constraints.

Cross-Disciplinary

Work spanning engineering, computer science, agriculture, management, and security.

The Research Ledger seal

Research with Impact.
Built for the Real World.

Explore the complete publication record and public projects, or start a focused research conversation.

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