Joint Session 2 Advances in the Use of Artificial Intelligence Techniques in Support of Aviation, Range and Aerospace Operations

Tuesday, 24 January 2017: 4:00 PM-5:30 PM
Conference Center: Skagit 2 (Washington State Convention Center )
Hosts: (Joint between the 18th Conference on Aviation, Range, and Aerospace Meteorology; and the 15th Conference on Artificial and Computational Intelligence and its Applications to the Environmental Sciences )
Cochairs:
Jason C. Knievel, NCAR, RAL, Boulder, CO and Haig Iskenderian, MIT Lincoln Laboratory, Air Traffic Control Systems, Boston, MA

Papers:
4:00 PM
J2.1
Potentials of Using Neural Networks for Bias Corrections
Vladimir M. Krasnopolsky, NOAA/NWS/NCEP, College Park, MD; and Y. Fan
Recorded Presentation

4:15 PM
J2.2
Using Convolutional Neural Networks to Create Radar-like Precipitation Analyses for Aviation
Mark S. Veillette, FAA, Washington, DC; and E. P. Hassey, C. J. Mattioli, H. Iskenderian, and P. M. Lamey
Recorded Presentation

4:30 PM
J2.3
Forecasting Low-Visibility Conditions at Vienna Airport with Tree-Based Statistical Models
Sebastian Josef Dietz, University of Innsbruck, Innsbruck, Austria; and P. Kneringer, G. J. Mayr, and A. Zeileis
Recorded Presentation

J2.4
Creating Probabilistic Flight Category Forecasts in Alaska using non-linear Multiple Discriminate Analysis

4:45 PM
J2.5
WSR-88D Chaff Detection and Characterization using an Optimized Hydrometeor Classification Algorithm
James M. Kurdzo, MIT Lincoln Laboratory, Lexington, MA; and B. J. Bennett, M. S. Veillette, D. J. Smalley, E. R. Williams, and M. F. Donovan
Recorded Presentation Manuscript (2.1 MB)

5:00 PM
J2.6
A Neural Network Emulator for Microphysics Schemes
Vladimir Krasnopolsky, NOAA/NWS/NCEP, Camp Springs, MD; and J. Middlecoff, J. Beck, I. Geresdi, and Z. Toth
Recorded Presentation

- Indicates paper has been withdrawn from meeting
- Indicates an Award Winner
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