![An image of data within NeuroTrALE shows a black background with pale grey oval shapes that are outlined in red. These grey shapes are nuclei from neurons.](/sites/default/files/styles/news_3_up/public/news/image/2024-07/Lead%20screenshot%202.png?h=25acf0a0&itok=I-aHddUn)
![Artificial Intelligence Technology TO Group Banner Graphic](/sites/default/files/styles/ifde_hero/public/rdgroup/image/2021-08/AI%20Group%20web%20banner.png?h=1bcb6b4f&itok=B2soJ26j)
Artificial Intelligence Technology
Our group develops fundamental and enabling artificial intelligence (AI) technologies to solve complex challenges and to advance AI for the nation. In close collaboration with groups across the Laboratory, as well as with MIT and the greater academic community, our team is working at the frontier of research in AI for national security. Current research areas include applying AI to fuel scientific discovery of materials and biomaterials; exploring network science and its applications; employing AI as a teammate in making decisions; developing technology to increase trust in AI; and investigating the broad area of responsible AI and ethics. The group also develops courses and holds workshops to educate the workforce of the future and accelerate the adoption of AI in key national security domains.
Our research team includes many of the Laboratory’s top AI experts with knowledge in deep learning architectures, adversarial learning, probabilistic programming, reinforcement learning, network science, human–computer interaction, multi-modal data fusion, and autonomous systems. Our computing capabilities provide ample opportunity to do research at scale on both closed and publicly available datasets. We provide a vibrant and collaborative research environment with close ties to academia and sponsors with critical mission needs.
Featured Projects
![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
![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
![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
![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
![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)