Machine learning approach to predict ATFM delay (in min) and delayed flights in the European Air Traffic Management Network (EATMN) with only capacity regulations as input
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Jan 25, 2021 - Python
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atfm
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Code and reproducibility materials for reinforcement-learning tactical air traffic flow and capacity management under uncertainty at São Paulo/Guarulhos (SBGR), associated with Transport Policy.
aviation python machine-learning reinforcement-learning reproducible-research uncertainty stochastic-optimization ppo air-traffic-management atfm airport-operations maskable-ppo air-traffic-flow-management demand-capacity-balancing runway-capacity sbgr miles-in-trail
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Oct 17, 2026 - Python
Research prototype: decentralized demand and capacity balancing for air traffic flow management (ATFM) over publish/subscribe messaging. FastAPI, WebSockets, Leaflet.
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Oct 9, 2026 - Python
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