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=ZRd-kt68)
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=tO9nTQWo)
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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![Two photos are shown of the same landscape. The left hand photo shows a clear day, with a mountain in the distance. The right hand side shows a foggy view, with the mountain obscured.](/sites/default/files/styles/list/public/project/image/2023-09/VEIA_0.png?itok=D8uYxg7g)
Visibility Estimation through Image Analytics
An algorithm uses camera imagery to estimate visibility for pilots flying in remote areas that lack weather sensors.
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![Teaming autonomous ground and aerial vehicles improves autonomous off-road military missions.](/sites/default/files/styles/list/public/project/image/2023-08/Screenshot%202023-03-03%20at%209.21.18%20AM.png?itok=5phIoSX8)
Autonomous Mobility Through Intelligent Collaboration
Teaming autonomous ground and aerial vehicles improves autonomous off-road military missions.
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![a researcher looks through a small window on a large metal multichambered molecular beam epitaxy tool.](/sites/default/files/styles/list/public/project/image/2022-12/522734-001D.jpg?h=41f55a5b&itok=CoTil7hf)
Materials by Design
A new approach to materials discovery aims to expedite the process of deploying new materials for specific mission needs.
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![Multiple images of drawn faces in different colors connected by white lines.](/sites/default/files/styles/list/public/project/image/2022-09/AnyPlay.png?itok=MBdA75YO)
Mission-Ready Reinforcement Learning
We are using reinforcement learning to train artificial intelligence to team with humans.
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![Responsible AI Toolbox art concept](/sites/default/files/styles/list/public/project/image/2022-08/AI%20Suitcase3.png?h=d1cb525d&itok=0K79_13H)
Responsible AI Toolbox
We are building an open-source toolbox to help researchers more easily design, evaluate, and monitor artificial intelligence (AI) systems.
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![A schematic showing radar sensing as one application that can benefit from robust, trustworthy, and safe artificial intelligence in resource-constrained applications.](/sites/default/files/styles/list/public/project/image/2022-07/digital-web-02.jpg?h=671b71e5&itok=BZNy_8ux)
Machine Learning in Resource-Constrained Environments
Robust, trustworthy, and safe machine learning algorithms that operate in resource-constrained environments will improve missile defense and other target recognition and mission planning systems.
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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=4O0BWKwM)
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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![A graphic showing radar-like storm coverage over a Google map image of land, and red/yellow/green zones of predicated tornado path..](/sites/default/files/styles/list/public/project/image/2022-03/ITORPE-big.png?h=5d0c5926&itok=AMQIld8H)
Intelligent Tornado Prediction Engine
We are developing deep learning models to analyze tornadic precursors in order to enhance real-time tornado prediction.
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