2023 Faa data challenge forum
June 21-22, 2023
MITRE McLean campus
Building 4 Auditorium
7596 Colshire Dr, McLean, VA 22102
MITRE McLean campus directions
Register by June 2, 2023.
Registration Form
- All attendees joining the Forum in person must pre-register.
- Visitors will be required to provide government ID and CDC-issued COVID-19 vaccination card to access the facility.
Hilton McLean Tysons Corner
7920 Jones Branch Dr
McLean, VA 22102
Hotel website
2023 Challenge winners!
OVERALL WINNER
“A Deep Learning Approach Using Social Media Data to Estimate Ground Risk of UAS in Urban Areas”
Advisors: Drs. Dimitri Mavris and Michael Balchanos
Technical Paper | Presentation
2ND PLACE
“An Optimization of Airport Surface Congestion to Minimize Taxi Times”
Advisor: Dr. Mark Borsuk
Technical Paper | Presentation
2ND PLACE
“Proposal for a Modernized Flight Risk Assessment Tool for General Aviation Pre-Flight Planning”
Advisor: Dr. Isaac Gang
Technical Paper | Presentation
FINALIST TEAM POSTERS
Duke University
“An Optimization of Airport Surface Congestion to Minimize Taxi Times"
Advisor: Dr. Mark Borsuk
Embry-Riddle Aeronautical University
“Expanding the Capabilities of the NAS through AI: A White Box for the Airspace Ecosystem”
Advisor: Prof. Omar Ochoa
George Mason University
“Proposal for a Modernized Flight Risk Assessment Tool for General Aviation Pre-Flight Planning"
Advisor: Dr. Isaac Gang
Georgia Institute of Technology
“A Deep Learning Approach Using Social Media Data to Estimate Ground Risk of UAS in Urban Areas”"
Advisor: Dr. Dimitri Mavris
THE COOPER UNION AND MANHATTAN COLLEGE
“Safety with Numbers: A Data-Driven Approach to Mitigate Aviation Accidents"
Advisors: Profs. Masoud Masoumi and Bahareh Estejab
University of Miami
“Machine Learning for Dynamic Scheduling of Air Taxis”
Advisors: Drs. Nurchin Celik and Nina Miville
University of North Dakota
“LAGOM: A Balanced Approach to Real-Time Flight Safety Analysis"
Advisors: Profs. Ryan Guthridge and Brandon Wild
UNIVERSITY OF SOUTHERN CALIFORNIA
“Artificial Intelligence to Expedite Data Analysis on Runway Incursions and Excursions”
Advisors: Profs. Najmedin Meshkati, Daniel Scalese, Yolanda Gil, Thomas Anthony, and Bahadir Inozu
UNIVERSITY OF SOUTHERN CALIFORNIA
“Probabilistic Learning and Optimization for Real-Time Flight Management with Safety and Environmental Constraints”
Advisor: Dr. Roger Ghanem
VEnue location
MITRE McLean campus
Building 4 Auditorium
7594 Colshire Dr, McLean, VA 22102
MITRE McLean campus directions
Travel Information details to MITRE Building 4 and parking instructions are included in this document.
hotel information
Guest registration
All attendees joining the Forum in person must pre-register by June 2, 2023.
- Visitors will be required to provide government ID. (Proof of COVID-19 vaccination no longer required.)
- Please join us via Livestream (links above) if you are unable to attend in-person.