An evolutionary computational framework for capacity-safety trade-off in an air transportation network

by Mohammad Murad Hossain, Alam, Sameer, Delahaye, Daniel
Published 2019

A distributed metaheuristic approach for complexity reduction in air traffic for strategic 4D trajectory optimization

by Juntama, Paveen, Chaimatanan, Supatcha, Alam, Sameer, Delahaye, Daniel
Published 2021

Air traffic structuration based on linear dynamical systems

by Juntama, Paveen, Alam, Sameer, Chaimatanan, Supatcha, Delahaye, Daniel
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

Hyperheuristic approach based on reinforcement learning for air traffic complexity mitigation

by Juntama, Paveen, Delahaye, Daniel, Chaimatanan, Supatcha, Alam, Sameer
Published 2023

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

A quasi-dynamic air traffic assignment model for mitigating air traffic complexity and congestion for high-density UAM operations

by Wang, Zhengyi, Delahaye, Daniel, Farges, Jean-Loup, Alam, Sameer
Published 2023

A machine learning approach for conflict resolution in dense traffic scenarios with uncertainties

by Pham, Duc-Thinh, Tran, Ngoc Phu, Alam, Sameer, Duong, Vu, Delahaye, Daniel
Published 2021

Deep reinforcement learning based path stretch vector resolution in dense traffic with uncertainties

by Pham, Duc-Thinh, Tran, Phu N., Alam, Sameer, Duong, Vu, Delahaye, Daniel
Published 2022

Predicting aircraft landing time in extended-TMA using machine learning methods

by Dhief, Imen, Wang, Zhengyi, Liang, Man, Alam, Sameer, Schultz, Michael, Delahaye, Daniel
Published 2021