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

由 Ma, Chunyao
出版 2023

A machine learning approach for the prediction of top of descent

由 Tan, Benjamin Zhi Yong, Alam, Sameer, Ma, Chunyao
出版 2021

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

由 Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel
出版 2022

Sector entry flow prediction based on graph convolutional networks

由 Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel
出版 2022

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

由 Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel
出版 2023

Dynamic air traffic flow coordination for flow-centric airspace management

由 Ma, Chunyao, Alam, Sameer, Qing, Cai, Delahaye, Daniel
出版 2023

Text-enriched air traffic flow modeling and prediction using transformers

由 Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel
出版 2024

Airspace capacity overload identification using collision risk patterns

由 Ma, Chunyao, Cai, Qing, Alam, Sameer, Duong, Vu N.
出版 2020

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

由 Ma, Chunyao, Cai, Qing, Alam, Sameer, Duong, Vu N.
出版 2021

Enhancing the robustness of airport networks by removing links

由 Cai, Qing, Ang, Haojie, Alam, Sameer, Ma, Chunyao, Duong, Vu
出版 2020

Breakup of directed multipartite networks

由 Cai, Qing, Pratama, Mahardhika, Alam, Sameer, Ma, Chunyao, Liu, Jiming
出版 2020

Airway network management using Braess’s Paradox

由 Ma, Chunyao, Cai, Qing, Alam, Sameer, Sridhar, Banavar, Duong, Vu N.
出版 2020

A top of descent prediction model for interaction-free continuous descent operations

由 Ma, Chunyao, Mookherjee, Debosmit, Mesquida-Masana, Gabriel, Dalmau, Ramon, Alam, Sameer
出版 2025

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

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