Projects
![A magnified view of superconducting circuits.](/sites/default/files/styles/featured/public/project/image/2025-02/SuperCAMs.png?itok=lVfZ8EwW)
computing
Superconducting Content-Addressable Memories (SuperCAMs)
Unconventional memory circuits can accelerate data processing in cyber sensing devices by reducing the latency of matching complex data patterns to specialized processing pipelines.
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![A schematic showing links between small uncrewed aerial vehicles and ground vehicles.](/sites/default/files/styles/list/public/project/image/2025-01/precision_clock_ISR.png?itok=oFf1lb-t)
Precision Clock Synchronization for Advanced Sensing
Combined quantum networking and lasercom optical signaling techniques could impact advanced sensing applications such as geolocation with distributed systems.
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![an image of a jet streaking across the sky, with contrails being left behind](/sites/default/files/styles/list/public/project/image/2024-12/Contrail.fourengined.arp_.jpg?itok=RRBqvh5l)
Aircraft Rerouting for Reduced Climate Impact (ARRCI)
With MIT AeroAstro, we are developing forecasts and decision support tools to aid air traffic controllers in avoiding the formation of persistent contrails, which are increasingly considered to have a substantial impact on climate warming.
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![a sensor/instrument on a tripod, set up in a field.](/sites/default/files/styles/list/public/news/image/2024-09/PADWOS_520663-005D.jpg?h=41f55a5b&itok=v1aX-Gf2)
Portable Aircraft-Derived Weather Observation System
A low-cost technology can increase the number and quality of wind and temperature atmospheric observations made by aircraft to improve forecasts.
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![A small sensor being adapted for the methane-detecting network](/sites/default/files/styles/list/public/project/image/2024-12/test%20chamber%20v2.jpg?itok=i5LFOrc8)
Low-Cost Methane Sensor Network
Deploying large networks of ground-based methane detectors could help detect pipeline leaks, improve climate models, and regulate emission sources.
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![A schematic showing the Earth with many satellite links.](/sites/default/files/styles/list/public/project/image/2024-10/satNetworkingStill.jpg?itok=A52Ffwwn)
Networking for a New Era of Global Satellite Connectivity
Large constellations of satellites in low Earth orbit (LEO) allow for unparalleled global coverage but require new networking approaches.
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![A prototype reflectarray faces a feed horn in an anechoic chamber.](/sites/default/files/styles/list/public/project/image/2024-10/529881-003_rs_0.jpg?h=c3635fa2&itok=UfYROYoW)
Mitigating cellular network congestion through adaptive beamforming with reflectarrays
A low-cost, reconfigurable radio receiver architecture provides an alternative approach to filter out unwanted transmissions in millimeter-wave (MMW) signals.
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![Three project team members test the robot's flexibility in an indoor laboratory setting.](/sites/default/files/styles/list/public/project/image/2024-08/530726-013.jpg?itok=NseXgi-5)
Vine Robots for Collapsed Structure Mapping
These robots can navigate difficult urban disaster terrain to help responders locate and access victims for rescue.
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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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