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November 15–18, 2026
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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).
Organization Membership delivers practical, company-wide benefits that help organizations increase visibility, engage employees, and maximize their ANS involvement.
Whether you’re looking to increase your organization’s visibility at ANS conferences, strengthen your workforce through courses and certification, or attract top talent, the ANS Organization Member program provides the resources and opportunities to help your organization thrive.
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Have a question that's not answered below? Email our Membership Department or call 800-323-3044.
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Annual dues are based upon the number of employees at your organization involved in nuclear activities. Flow down Individual Memberships are not included but may be purchased at a discounted bulk rate. Membership is annual and on an anniversary basis.
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Organization Membership Printable Application
ANS Organization Members’ involvement with ANS helps foster collaboration, share knowledge, support professional development, and create opportunities to connect with the people and ideas driving the future of nuclear.
We’re proud to recognize their partnership and support as we work together to advance the industry and deliver the benefits of nuclear technology.
Explore the more than 150 organizations that maintain corporate memberships with ANS and learn more about the companies and organizations helping move nuclear science and technology forward.
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What is the difference between an Individual and Organization Membership? Which membership is right for me?
The Organization Membership primarily includes benefits at the corporate level, the main ones being –
The Individual Membership benefits unlock full access for your employees –
If I join as an Organization Member, do all my employees become members of ANS?
No, the Organization Membership program does not include flow down Individual Memberships. Organization Members have the option to purchase bulk packages of Individual Memberships. Please reach out to organization@ans.org for a custom quote!
What portion of dues goes toward lobbying?
American Nuclear Society member dues are not used for contributions to political parties or candidates or for independent expenditures on behalf of parties or candidates. Less than 1/10 of 1.0% (or 0.1%) of dues money goes to lobbying efforts. In the case of someone at the $200 dues level, this would be approximately 20 cents.
I have a question or need assistance - who can help?
Please contact our Membership Department team at organization@ans.org or 800-323-3044.
