Data-driven network modeling for airspace optimization through airway re-structurization and traffic flow prediction

by Ma, Chunyao
Published 2023

A machine learning approach for the prediction of top of descent

by Tan, Benjamin Zhi Yong, Alam, Sameer, Ma, Chunyao
Published 2021

Critical links detection in spatial-temporal airway networks using complex network theories

by Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel
Published 2022

Sector entry flow prediction based on graph convolutional networks

by Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel
Published 2022

Air traffic flow prediction using transformer neural networks for flow-centric airspace

by Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel
Published 2023

Dynamic air traffic flow coordination for flow-centric airspace management

by Ma, Chunyao, Alam, Sameer, Qing, Cai, Delahaye, Daniel
Published 2023

Text-enriched air traffic flow modeling and prediction using transformers

by Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel
Published 2024

Airspace capacity overload identification using collision risk patterns

by Ma, Chunyao, Cai, Qing, Alam, Sameer, Duong, Vu N.
Published 2020

A percolation theory based approach for identification of bottleneck links in an airway network

by Ma, Chunyao, Cai, Qing, Alam, Sameer, Duong, Vu N.
Published 2021

Enhancing the robustness of airport networks by removing links

by Cai, Qing, Ang, Haojie, Alam, Sameer, Ma, Chunyao, Duong, Vu
Published 2020

Breakup of directed multipartite networks

by Cai, Qing, Pratama, Mahardhika, Alam, Sameer, Ma, Chunyao, Liu, Jiming
Published 2020

Airway network management using Braess’s Paradox

by Ma, Chunyao, Cai, Qing, Alam, Sameer, Sridhar, Banavar, Duong, Vu N.
Published 2020

Learning air traffic controller strategies with demonstration-based and physiological feedback

by Pham, Duc-Thinh, Tran, Ngoc Phu, Goh, Sim Kuan, Ma, Chunyao, Alam, Sameer, Duong, Vu
Published 2020