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2026 Nuclear Energy Conference & Expo (NECX)
August 24–27, 2026
Dallas, TX|Hilton Anatole
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New ML framework predicts shifts between shots at DIII-D
An artist's sketch and a cross-section view of the DIII-D tokamak. (Images: General Atomics)
At the DIII-D National Fusion Facility near San Diego, Calif., home to the largest operating tokamak in North America, researchers from Thomas Jefferson National Accelerator Facility worked to develop a machine learning framework capable of adaptively predicting changes in a tokamak’s hardware.
The team’s research was recently published in the journal Machine Learning with Applications.
The John Randall Memorial Scholarship was established by the Fuel Cycle and Waste Management Division in November of 1993 for students pursuing graduate studies in the areas of science and engineering related to the nuclear fuel cycle and radioactive waste management.
In 2013, the award was renamed the Fuel Cycle and Waste Management Division John Randall Scholarship.
Dr. John D. Randall (1932 – 1992) was born in Whittier, California. He received a Bachelor’s degree in engineering physics and a Master’s degree in engineering science from the University of California, Berkeley in 1955 and 1956, respectively. He received his doctorate in nuclear engineering from Texas A&M University in 1965.
Dr. Randall was the Deputy Commissioner and the Executive Director of the Low-Level Radioactive Waste Program for the state of New York. He was a former professor of nuclear engineering at Texas A&M, where he directed the Nuclear Science Center from 1958 to 1983.
He was a fellow of the American Nuclear Society and a recipient of the Society’s Exceptional Service Award. During 1991-1992, Dr. Randall served as national chairman of the Society’s Fuel Cycle & Waste Management Division and its Honors & Awards Committee. He was also a member of the Health Physics Society.
Dr. Randall passed on December 10, 1992, at 60 years of age.
Fuel Cycle and Waste Management Division (FCWMD)
A selection committee will be established by the Fuel Cycle and Waste Management Division
Graduate (Masters or Ph.D.)
1 awarded annually @ $5,000/each
None
February 1
Last modified April 15, 2020, 8:44am CDT