Projects
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![A web application of CAP images, hosted on ArcGIS, is annotated using LADI v2. Circle sizes and colors represent likelihood of damage and damage type, adjustable filters are in the middle, and the right shows a preview of a selected point.](/sites/default/files/styles/list/public/project/image/2024-07/LADI%20image.png?h=8a55bbdf&itok=1j0XJdD_)
Multi-label Dataset and Classifiers for Low-Altitude Disaster Imagery
This software program helps disaster responders extract actionable information from post-disaster aerial images.
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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=S7RxFhup)
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=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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![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=T3WO1jp6)
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=PRwftYs3)
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=Z9X8TtBo)
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=SzHY6wM2)
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=psvEgerl)
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=kpO5AFKO)
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=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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