ANS is committed to advancing, fostering, and promoting the development and application of nuclear sciences and technologies to benefit society.
Explore the many uses for nuclear science and its impact on energy, the environment, healthcare, food, and more.
Explore membership for yourself or for your organization.
Conference Spotlight
2026 ANS Winter Conference & Expo
November 15–18, 2026
Phoenix, AZ|Arizona Grand Resort & Spa
Latest Magazine Issues
Sep 2026
Jan 2026
2026
Latest Journal Issues
Nuclear Science and Engineering
October 2026
Nuclear Technology
Fusion Science and Technology
Latest News
PPPL develops framework for unifying tokamak ML control models
Princeton Plasma Physics Laboratory announced that researchers at the lab, in collaboration with Princeton University, have developed a general algorithm for prediction and control in tokamak systems and have tested it at DIII-D, as presented in a recent Nuclear Fusion paper.
According to the paper, most machine learning (ML)–based tools for use in fusion machines have been implemented as stand-alone demonstrations, aiming to predict the plasma profile, suppress a form of instability, for example. PPPL’s project provides a framework that aims to accommodate these disparate models into an integrated system, which the team calls PACMAN (Prediction and Control Using Machine Learning).
August 28, 2026|11:00AM–12:00PM (12:00–1:00PM EDT)
Available to All Users
Co-hosted by ANS and the Institute of Nuclear Materials Management
As digital technologies continue to evolve, digital twins are opening new possibilities for the future of nuclear safeguards. Combining advanced simulation, integrated sensor data, and real-time system modeling, these tools can improve inspection planning, support remote verification, and enhance the ability to identify anomalies before they become significant issues.
Join experts in digital twin research as they discuss recent innovations, evolving capabilities, and promising applications for nuclear safeguards. Panelists will also share their perspectives on where digital twins are headed and the role they may play in strengthening safeguards in the years ahead.
Panelists
Moderator
