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Conference Spotlight
2026 Nuclear Energy Conference & Expo (NECX)
August 24–27, 2026
Dallas, TX|Hilton Anatole
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August 2026
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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.
18th International Probabilistic Safety Assessment and Analysis (PSA 2023)
Technical Session|PSA Analyses: Methods and Applications
Wednesday, July 19, 2023|3:15–5:00PM EDT|300B
Session Chair:
Mihai A. Diaconeasa
Alternate Chair:
Michael D. Muhlheim
Session Organizer:
Askin Guler Yigitoglu
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Identification and Prioritization of Sources of Uncertainty in External Hazard Probabilistic Risk Assessment: Project Update
3:15–3:40PM EDT
Michelle Bensi (Univ. Maryland, College Park), Zeyun Wu (Virginia Commonwealth Univ.), Katrina Groth (Univ. Maryland, College Park), Zhegang Ma (INL), Ray Schneider (Westinghouse Electric Co.), Tao Liu (Virginia Commonwealth Univ.), Kaveh Faraji Najarkolaie (Univ. Maryland, College Park), Ahmad Al-Douri (Univ. Maryland, College Park), Camille Levine (Univ. Maryland, College Park)
Paper
Technical Approach to the High Energy Arcing Fault (HEAF) Issue
3:40–4:05PM EDT
Marko Randelovic (EPRI), Ashley Lindeman (EPRI), Dane Lovelace (Jensen Hughes), Victor Ontiveros (Jensen Hughes), Sean Hunt (Jensen Hughes), Jason Floyd (UL Research Institutes), Ken Fleischer (Fleischer Consultants)
Integrating Seismic Fragility of ASR-Affected Nuclear Containment Vessel in a Level-II SPRA in Support of Multi-Hazard Risk Assessment
4:05–4:30PM EDT
Akram S. Batikh (NCSU), Somayajulu L. N. Dhulipala (INL), Benjamin W. Spencer (INL), Albert Dahal (INL), Mihai A. Diaconeasa (NCSU)
On Truncation of Seismic Fragility Curves
4:30–4:55PM EDT
James C. Lin (ABS Consulting)