Researchers share their cutting-edge work in AI for national security

July 15, 2021, 12:06PMANS Nuclear Cafe

Within the National Nuclear Security Administration, the Office of Defense Nuclear Nonproliferation Research and Development (DNN R&D) is leading efforts to drive advances in artificial intelligence and accelerate the adoption of AI-enabled technologies to solve nuclear nonproliferation and national security challenges.

The goal is to incorporate AI into advanced techniques for detecting nuclear weapons and materials. According to the NNSA, these detection capabilities support the nuclear nonproliferation and arms control goals of the United States, while also driving the development of new capabilities.

Earlier this year, DNN R&D sponsored the second workshop in a series on “Next-Generation AI for Proliferation Detection,” focused on domain-aware methods: computational techniques to combine domain information with data-driven AI models. While commercial AI is reaching great heights, the specific needs of nuclear nonproliferation require next-generation technologies uniquely suited to the field of national security.

The workshop: The workshop spanned four challenge areas specific to this mission:

  • Complex and noisy environments.
  • Sparse data and rare events.
  • Robust deployment and decision support.
  • Early proliferation detection and signature discovery.

The projects: Click here to read more about the following four projects presented by researchers who participated in the AI workshop:

  • Global-scale cross-lingual proliferation expertise identification, monitoring, and forecasting.
  • An artificial neural network system for special nuclear material detection in photon-based active interrogation scenarios.
  • Applying domain-aware AI on the CBRN (chemical, biological, radiological, and nuclear weapons) battlefield.
  • One-shot target detection via physics-informed training.

Related Articles

Hruby sworn in as NNSA administrator

July 27, 2021, 12:00PMNuclear News

Jill Hruby was sworn in by energy secretary Jennifer Granholm on July 26 as the Department of Energy’s undersecretary for nuclear security and administrator of the National Nuclear Security...

NNSA to host virtual job fair

June 17, 2021, 3:00PMNuclear News

A virtual job fair for the Department of Energy’s Nuclear Security Enterprise (NSE) is being held on Wednesday, June 23, from 10 a.m. to 4 p.m. (EDT). The job fair will be hosted by the...