Prof. Kam K.H. Ng

Prof. Kam K.H. Ng

Air traffic, intelligent decisions and the people behind aviation systems.

Prof. Kam K.H. Ng
PolyU · Aeronautical and Aviation Engineering

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.

Academic profile

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

Laboratory photograph or research illustration

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).

Laboratory photograph or research illustration

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).

Laboratory photograph or research illustration

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).

Laboratory photograph or research illustration

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).

Laboratory photograph or research illustration

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).

Laboratory photograph or research illustration

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).

Laboratory photograph or research illustration

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).

Laboratory photograph or research illustration

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).

Laboratory photograph or research illustration

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).

Laboratory photograph or research illustration

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).

All grants and awards ↗

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

Journal of Air Transport ManagementCall published · 2026

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 ↗
Transport Economics and ManagementCall published · 2025

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 ↗
Advanced Engineering InformaticsCollection updated · 2025

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 ↗
Sustainable Energy Technologies and AssessmentsCollection updated · 2023

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 ↗
Advanced Engineering InformaticsCollection updated · 2022

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 ↗