Research Projects
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Current Projects
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- Modeling of Breathing Dynamics to Discriminate ALS Ventilatory Compensation and Failure
- Sponsor: National Institute of Health (NIH): National Heart, Lung and Blood Institute (NHLBI)
Duration: (08/2021 – 07/2023)
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- Machine Learning Methods for Risk Prediction and Mitigation Technology in Traditional Aviation Operations and Autonomous Operations
- Sponsor: NASA Langley / National Institute of Aerospace (NIA)
Duration: (08/2021 – 07/2022)
- Characterizing and Detecting Detrimental States of Human Performance and Cognition through Advanced Analytics
- Sponsor: NASA Langley / National Institute of Aerospace (NIA)
Duration: (08/2018 – 07/2019) (09/2019 – 8/2022)
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PAST PROJECTS
- Phase-Change Detection Through Dynamic Subspace Learning in Heterogeneous Time-Series Data
- Sponsor: University of Florida (Internal)
Duration: 08/2020 – 08/2021
- Characterizing Blood Pulse Transition Time Dynamics (Supplement)
- Sponsor: NASA Langley / National Institute of Aerospace (NIA)
Duration: 12/2019 – 10/2020
- Pilot Breathing Assessment in Fighter Jets using Adv. Signal Processing and Machine Learning
- Sponsor: NASA’s Engineering Safety Center (NESC) / National Institute of Aerospace (NIA)
Duration: (10/2018 – 07/2019) (9/2019 – 07/2020)