Projects
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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 dozen operators sit in front of computer screens.](/sites/default/files/styles/list/public/project/image/2023-12/RTS%20Automation%20Decision%20Support.jpg?itok=Rz8dbYSY)
Reagan Test Site Automation and Decision Support
New software tools provide test operators with automated decision support for directing sensors during increasingly complex tests conducted at the Reagan Test Site.
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![A photo of a Google earth image of Bangladesh, with a heat map over it showing mostly red.](/sites/default/files/styles/list/public/project/image/2022-04/CREWSNET.png?h=be37ad46&itok=gBX2D1d5)
Climate Resilience Early Warning System Network
We are creating proactive, integrated decision -support tools and services that empower frontline communities to prepare for climate impacts and minimize losses.
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![A schematic showing the explainable artificial intelligence concept.](/sites/default/files/styles/list/public/project/image/2022-03/Xai_003NoLabels-03.png?h=2c654a3c&itok=39gcll6U)
Explainable Artificial Intelligence for Decision Support
We are developing tools to enhance the explainability of artificial intelligence (AI) systems for improved human-AI collaboration.
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![HARDEN interface screenshot](/sites/default/files/styles/list/public/project/image/2019-08/HARDEN.png?itok=VxJP6CEP)
High Assurance Design Environment
A new tool enables mission system designers to design for functionality and security together and provide evidence for how design choices affect a mission’s security posture.
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![Graphic of TbD-net subtasks](/sites/default/files/styles/list/public/project/image/2018-11/tbDnet.jpg?h=31ab21cc&itok=ZlCrwSMM)
Transparency by Design Network
A new neural network model reveals some of the mystery behind the decision-making capability of artificial intelligence systems.
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![Researchers test the prototype standoff microwave imaging system. The antennas emit radio signals that reflect off the person standing in front of the array; the system processes the reflections to create the image on the monitors in the background.](/sites/default/files/styles/list/public/project/image/2018-04/512246-005D.jpg?h=f4b902a9&itok=aDA2L9iC)
Video-Rate Standoff Microwave Imaging System
The system can rapidly and discreetly detect threat items concealed under clothes or hidden in bags of people in crowded public spaces.
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![Optical sensors, such as the Space Surveillance Telescope, collect data that are processed by analysts at Air Force sites who use OPAL to provide detections of space objects.](/sites/default/files/styles/list/public/project/image/2018-03/AR11_SST_oscura_cropv2.jpg?h=0b07471d&itok=eSbMBbAD)
Optical Processing Architecture at Lincoln
Our researchers developed a software architecture that allows analysts to rapidly run algorithms on the volumes of sensor data collected about space objects.
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![Space Tactics Interns learn the operations of the high-power Millstone Hill radar that tracks space vehicles and space debris.](/sites/default/files/styles/list/public/project/image/2018-04/Millstone_501498-209D.jpg?h=6363fe9a&itok=y6Qxcn-1)
14th Air Force Detachment — Space Tactics Internship
A program created by the Air Force Space Command and Lincoln Laboratory gives participants experience with advanced systems and processes for managing space operations.
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![The FOVEA tool is just one of Lincoln Laboratory's efforts to help the Department of Homeland Security Science and Technology Directorate protect public spaces such as subways from attacks.](/sites/default/files/styles/list/public/project/image/2018-03/508525-539D.jpg?itok=_dbzwgpK)
Forensic Video Exploitation and Analysis Tool
The tool lets security officials quickly analyze video surveillance footage and track incidents of interest.
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