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

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Mastering the management of the vertical flight profile with reinforcement learning by Dalmau, Ramon, Ma, Chunyao, Alam, Sameer

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A machine learning approach for the prediction of top of descent by Tan, Benjamin Zhi Yong, Alam, Sameer, Ma, Chunyao

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Critical links detection in spatial-temporal airway networks using complex network theories by Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel

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Sector entry flow prediction based on graph convolutional networks by Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel

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Air traffic flow prediction using transformer neural networks for flow-centric airspace by Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel

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Dynamic air traffic flow coordination for flow-centric airspace management by Ma, Chunyao, Alam, Sameer, Qing, Cai, Delahaye, Daniel

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Text-enriched air traffic flow modeling and prediction using transformers by Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel

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Airspace capacity overload identification using collision risk patterns by Ma, Chunyao, Cai, Qing, Alam, Sameer, Duong, Vu N.

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A percolation theory based approach for identification of bottleneck links in an airway network by Ma, Chunyao, Cai, Qing, Alam, Sameer, Duong, Vu N.

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Breakup of directed multipartite networks by Cai, Qing, Pratama, Mahardhika, Alam, Sameer, Ma, Chunyao, Liu, Jiming

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Enhancing the robustness of airport networks by removing links by Cai, Qing, Ang, Haojie, Alam, Sameer, Ma, Chunyao, Duong, Vu

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Airway network management using Braess’s Paradox by Ma, Chunyao, Cai, Qing, Alam, Sameer, Sridhar, Banavar, Duong, Vu N.

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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

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