Projects
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![A map of the United States with areas colored on a scale from yellow to dark red, indicating drought severity.](/sites/default/files/styles/list/public/project/image/2024-03/Drought-map.png?itok=FzV1TKVT)
Artificial Intelligence–Based Drought Prediction
We are developing a neural network using data derived from satellite measurements of temperature and humidity to improve drought monitoring and forecasting.
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![A flow chart showing how audio signals are processed to create features for algorithms to distinguish between signals from cargo, passenger, tanker, and tug ships.](/sites/default/files/styles/list/public/project/image/2023-11/van%20dine%20TO%20graphic_rev_1.png?h=1625ec1c&itok=jJVhTwQ7)
Combining Neural Networks and Histogram Layers for Underwater Target Classification
New machine learning methods capture statistical features within sonar data to distinguish between sound sources.
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![A screenshot of the NetProf mobile interface shows two words (the Farsi word for capacity, and the Ukranian word for self-defense), with each word broken down by phoneme.](/sites/default/files/styles/list/public/project/image/2022-05/NetProf_1.png?h=c88d2593&itok=P3u-n7sH)
Automatic Pronunciation Feedback
Powered by our automatic speech recognition technology, the Networked Pronunciation Feedback (NetProF) software application helps students practice pronunciation in foreign languages.
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![ASERT square icon](/sites/default/files/styles/list/public/project/image/2022-03/ASERT%20square%20icon_0.png?itok=ojHkYJtd)
AI Systems Engineering and Reliability Technologies
We are developing scalable tools and techniques to accelerate the design and evaluation of reliable, mission-ready artificial intelligence systems.
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