Ray 林宏叡

Hung-Jui (Ray) Lin

林宏叡

Ph.D. Student,

Department of Civil Engineering,

National Taiwan University.

About

Ray is a Ph.D. student at National Taiwan University, specializing in the intersection of data analytics, artificial intelligence (AI), and Geographic Information Systems (GIS). His research is driven by a focus on green mobility, environmental policy, and energy economics, with a dedicated interest in leveraging data-driven decision-making to advance global net-zero goals and the development of sustainable smart cities.

With a strong technical background in machine learning and spatial analysis, Ray focuses on modeling complex urban systems to inform more effective environmental strategies. He is committed to interdisciplinary collaboration and is actively involved in research initiatives that bridge the gap between advanced computational techniques and actionable policy frameworks.

Research Interest

/ Green Mobility & Sustainable Transport

/ Environmental Policy & Energy Economics

/ Geographic Information Systems (GIS)

/ Machine Learning & Data Analytics

Journal Publications

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