Autonomy, Artificial Intelligence and Machine Learning

Edge Computing for Aviation Autonomy

Authors | Abraham K. Ishihara, Moustafa Abdelbaky, Jiasi Chen, Carlee Joe-Wong, and Sandeep D. Shetye


An Uncertainty Quantification Framework for Autonomous Flight System Tracking and Health Monitoring

Authors | Chetan S. Kulkarni, Matteo Corbetta, Portia Banerjee, John Ossenfort, Randy Strauss, Jason Watkins


A Machine Learning Approach to Modeling Satellite Behavior

Authors | Rohit Mital, Joseph Coughlin, Kim Cates, Geetha Ganji


Machine Learning to Automate Change Detection in Sentinel-2 Remote Sensing Imagery

Authors | Brian Poller, Ryan Hughes, Braxton Owens


Lucky Imaging and Local Resolution Statistics for Atmospheric Turbulence Characterization

Authors | Bobby R. Hunt, Amber Iler, David Sheppard


Predicting Adverse Events and their Precursors in Aviation Using Multi-Class Multiple-Instance Learning

Authors | Marc-Henri Bleu Laine, Tejas, G. Puranik, Dimitri N. Mavris, Bryan Matthews


Application of L1 Minimization to Image-Based Near Field-to-Far Field RCS Transformation

Authors | Ivan J. LaHaie, Gary D. Dester

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