TIM/ART workshop on Machine Learning and Artificial Intelligence

24 - 25 September 2018

EUROCONTROL's Agency Research Team (ART) organised a workshop on Machine Learning and Artificial Intelligence. The event was organised in conjunction with a Technical Interchange Meeting (TIM) as part of the FAA-EUROCONTROL Memorandum of Collaboration.

The workshop took place at EUROCONTROL's Experimental Centre in Brétigny-sur-Orge. Speakers from U.S. and European academia, industry and regulators presented their applications and experience with Machine Learning.

Objectives

The aim of this workshop was to showcase examples of state-of-the-art machine learning, its successful applications and challenges from an aviation and non-aviation perspective. The workshop included discussions and debate to the benefit of ongoing and future research projects.

In the spirit of the FAA-EUROCONTROL Memorandum of Collaboration, we identified research topics and projects that we can collaborate on in terms of exchange of tools, data, research results and researchers between the US and Europe.

Presentations

Topic and presenter Presentation
Welcome and Context Setting
Pierre Andribet / Dirk Schaefer, EUROCONTROL
Eric Neidermann, FAA
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Keynote: When Research Meets Data Platforms: DataBeacon for AI in Aviation
Carlos Alvarez Pereira, Innaxis
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Runway Throughput. Additional Capacity with Machine Learning
Floris Herrema and Bob Graham, EUROCONTROL
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The DART approach: Data-driven and Agent-Based Modelling Approaches for Predicting Trajectories
George Vouros, University of Piraeus
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Utilizing ML to Supplement Industry Survey Data and Estimate Safety Initiative Impacts on NAS
Firdu Bati, FAA
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Digital-twin flight Modeling through Machine Learning for Trajectory Error Estimation and Recovery
Umut Demirezen and Gokhan Inalhan, Istanbul Technical University Aerospace Research Center
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Some Applications of Machine Learning to ATM and Trajectory Management
Nicolas Couellan & David Gianazza, ENAC
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Machine Learning; Forecasting Safety Risk and Performance
Claire Le Cras, NATS
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MALORCA - Automatic Recognition of ATC Commands using Speech and Radar Data
Petr Motlicek, Idiap Research Institute
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Bounding Methods for ML Algorithms for Aviation Related Functions
Kurt Woodman, NASA Langley
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EASA Perspectives on Research in Artificial Intelligence
Emmanuel Isambert, EASA
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Artificial Intelligence for Real Airplanes
Chip Meserole, Boeing Phantom Works
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Neural Nets Application in GA Flight Data Monitoring
Bruno Ribeiro, Purdue University
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AI & ML for Predictive Maintenance
Emmanuel Ledinot, Dassault Aviation
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Neural Networks Approaches to Optimize Water Level Predictions for Inland Navigation
Elena Matta, TU Berlin
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Deep Learning – Is it the Answer to AI?  
Nidhal Bouaynaya, Rowan University
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Shift2Rail: From a Test Bed for AI to Delivering System Transformation  
Giorgio Travaini, Shift2Rail Joint Undertaking
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Venue/location

EUROCONTROL Experimental Centre (EEC)

Centre du Bois des Bordes CS 41 005
91222 Brétigny-sur-Orge
France

Dirk SCHAEFER

ART Secretary