Projects
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![Graphic showing a military servicemember on the left and a full hospital scenario on the right.](/sites/default/files/styles/list/public/project/image/2024-07/Multimodal%20recovery%20lead%20image.png?itok=w4gepgGO)
Healthcare-Based Multimodal Recovery Prediction for the Servicemember
This machine learning model will help military and hospital personnel predict when servicemembers and patients may recover following an injury or surgery.
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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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![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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![a screenshot of a user interface shows a world map with radar-like depictions of rain bands, colored blue, green, and yellow.](/sites/default/files/styles/list/public/project/image/2022-10/GWSR.png?h=40ac80e7&itok=uWsLvja9)
Global Synthetic Weather Radar
By compiling lightning data, satellite imagery, and numerical weather models, the GSWR provides radar-like analyses and forecasts over regions not observed by actual weather radars.
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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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![an illlustration of Arctic sea ice, with yellow "links" showing connections from sensors in the ice up to a satellite.](/sites/default/files/styles/list/public/project/image/2022-03/Arctic-network-big.png?h=0ddfe3e0&itok=OIgBoJ2S)
Arctic Climate Change Detection Network
We are developing a sensor network to improve our understanding and monitoring of sea ice breakup in the rapidly changing Arctic region.
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