
Researcher · Educator
Associate Head and Associate Professor
E-mail: kam.kh.ng@polyu.edu.hk
Office address (HK): R807, 8/F, R Core, AAE, The Hong Kong Polytechnic University, Hung Hom, Kowloon, HKSAR
Air traffic management & aviation meteorology
Traffic flow, aircraft wakes and decisions under atmospheric uncertainty.
UAS & future air mobility
Low-level winds, air corridors and trajectory optimisation.
Aviation safety & sustainability
Human factors, aviation safety, contrails and environmental impacts.
Education
2019 PhD (Air Traffic Management), The Hong Kong Polytechnic University
2015 1st class honours, BSc (Logistics Engineering and Management), The Hong Kong Polytechnic University
Academic Track
Jul 2020 - current
Associate Head and Associate Professor (Jul 2025 - );
Assistant Professor (Jul 2020 to Jun 2025),
Department of Aeronautical and Aviation Engineering, The Hong Kong Polytechnic University, HKSAR.
Nov 2019 – Jul 2020
Research Fellow (Nov 2019 to Jul 2020),
School of Electrical and Electronic Engineering & School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore.
Jul 2019 – Nov 2019
Postdoctoral Fellow (Oct 2019 – Nov 2019);
Research Assistant (Jul 2019 – Oct 2019),
Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, HKSAR.
Jun 2018– Nov 2018
Research Assistant (Jun 2018 – Nov 2018),
School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore.
Research interests and expertise
1 Air traffic management & aviation meteorology
1) Prescriptive analytics and smart-predict optimisation for terminal traffic flow and integrated airside/landside operations.
2) Uncertainty modelling and advanced operations research for robust ATM solutions.
3) Application of deep learning for meteorological phenomena (e.g., wake vortex decay, radar-based weather nowcasting) in terminal manoeuvring areas.
4) High-resolution wind prediction for enhanced air traffic flow management and safety.
2 UAS & future air mobility
1) Modelling low-level wind fields and micro-weather phenomena for safe drone operations.
2) Air corridor design and lower-level airspace management for UTM.
3) Drone trajectory optimisation, safety boundary design, and integration with existing air traffic systems.
3 Aviation safety & sustainability
1) Space-based surveillance and AI-driven contrail prediction for climate-resilient air transportation.
2) Modelling and mitigation of aviation emissions and carbon inequality at multiple scales.
3) Clear-air turbulence prediction using global weather forecasts, ground-based sensors, and operational flight data.
4) Data-driven approaches for enhancing aviation safety and risk assessment.
Scopus classification
#21 (Worldwide, 2020-2026), #57 (Worldwide, 2015-2024) in Innovative Approaches to Air Traffic Management (TC.1341)
Honours and awards
Scholars Ranked World’s Top 2% Scientists in 2026, 2025 and 2022 according to a recent index compiled by Stanford University
Membership
1) Corporate Member (2025/26 – present), Hong Kong Aviation Industry Association (HKAIA)
2) Fellow (2022/23 – present), Hong Kong Meteorological Society (HKMetS)
3) Fellow (2025/26 - present), Member (2022/23 – 2025/26), The Royal Aeronautical Society (RAeS)
4) Fellow (2025/26 – present), Member (2022/23 – 2025/26), The Royal Meteorological Society (RMetS)
5) Senior Member (2025/26 – present), Member (2021/22 – 2025/26), The American Institute of Aeronautics and Astronautics (AIAA)
6) Member (2015/16 – present), The Institution of Electrical and Electronics Engineers (IEEE)
Professional affiliations and community services
1) Co-General Chair, Aviation Innovation Conference for Asia-Pacific (AICAP) 2028, Hong Kong SAR.
2) Communication Chair (2025/26 - present), Air Transportation Section (ATS), Institute for Operations Research and the Management Sciences (INFORMS).
3) Co-opt member, Aircraft Division Committee, The Hong Kong Institution of Engineers (2023/24 – present).
Key administrative duties
1) Associate Head (Teaching) (Jul 2025 - ), PolyU AAE
Research grants
INTL-RAM-DOM synergy: a learning-and-optimising framework of multi-modal transit solutions for time-critical and imbalanced passenger flows in regional airport clusters
General Research Fund 2026, Research Grants Council, HK $902,986.00 (1st Jan 2027 to 31st Dec 2029).
Synergistic solutions: developing dynamic wake vortex decay prediction with wind and meteorological considerations to enhance runway safety and throughput
General Research Fund 2025, Research Grants Council, HK $1,015,808.00 (1st Jan 2026 to 31st Dec 2028).
Spatio-temporal meteorological hazards avoidance through flight trajectory planning for safe and efficient air traffic management
General Research Fund 2024, Research Grants Council, HK $1,132,781.00 (1st Jan 2024 – 31st Dec 2026).
Towards solution robustness and network resilience of the terminal traffic flow and terminal airspace congestion control
Early Career Scheme 2022, Research Grants Council, $938,670.00 (1st Jan 2022 – 31st Dec 2025).
Clear-to-fly or clear air turbulence? Enhancing clear air turbulence forecasts through multi-source data integration and climate change insights
PROCORE-France/Hong Kong Joint Research Scheme 2025/26, Research Grants Council, HK $ 61,200.00 (1st February 2026 to 31st January 2027).
Dynamic wake separation modelling in runway scheduling problem and optimisation methods in terminal manoeuvring areas
The Young Scientists Fund 2024, National Natural Science Foundation of China, RMB $300,000.00 (1st Jan 2024 – 31st Dec 2026).
Intelligent Mitigation and Control of Low-Level Wind Shear in Airport Terminal Areas
Research Institute for Large Aircraft, HK 2,900,000.00 (1st Sep 2026 - 31st Aug 2028).
Development of human-centric driver support systems and training recommendations for safer cross-border driving during Northbound Travel for Hong Kong Vehicles
Smart Traffic Fund, Transport Department, HK $7,703,151.61 (1st Nov 2024 - 31st Oct 2026).
Investigation of an online data-driven intelligent automation platform for drivers considering the psychological condition instability and behaviours for a sustainable and safe transportation system
Smart Traffic Fund, Transport Department, HK $5,544,700.15 (1st Sep 2022 – 30th Aug 2024).
Unlocking the potential of AI edge intelligence and cloud-edge computing for flexible robotic and facility control system
Innovation and Technology Fund – Partnership Research Programme (ITF-PRP), Innovation and Technology Commission, HK $3,999,966.80 (2nd Jul 2021 – 31st Oct 2023).
Editorial appointments
International Editorial Board
Journal of Air Transport Management
Editorial Board
Journal of the Air Transport Research Society
Associate Editors
Transportmetrica B: Transport Dynamics
Editorship · Special issues
Greener skies for a brighter aviation future: From prediction and optimisation to socio-economic impacts in sustainable air traffic management and aviation meteorology
Guest editors Kam K.H. Ng · Mark Hansen · Daniel Delahaye · Yoonjin Yoon
View special issue ↗Decarbonisation pathways across the aircraft life cycle, air transport emissions, and supply chains
Life Cycle Emissions in Aviation
Guest editors Kam K.H. Ng · Martin Dresner · Gianmaria Martini
View special issue ↗AI Trustworthiness and Applications of Large Language Models in Aviation Safety, Accident Investigation and Aircraft Engineering
Guest editors Kam K.H. Ng · Wen-Chin Li · Chia-Fen (Christine) Chi · Jens Schiefele
View special issue ↗Improving Energy Efficiency of Sustainable Transportation System
Guest editors Tie-Qiao Tang · Kam K.H. Ng · Hui-Jun Sun · Shao-Wei Yu · Changfu Zou
View special issue ↗Emerging intelligent automation and optimisation methods for adaptive decision making with real-world application
Guest editors C.K.M. Lee · Kam K.H. Ng · Zhixin Yang
View special issue ↗









