Data Analytics and Artificial Intelligence -- ANS / Conferences / NPIC&HMIT 2023 and PSA 2023 Co-Located Meetings / 18th International Probabilistic Safety Assessment and Analysis (PSA 2023)

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  There is a critical knowledge gap regarding the health consequences of exposure to radiation received gradually over time. While there is a plethora of studies on the risks of adverse outcomes from both acute and high-dose exposures, including the landmark study of atomic bomb survivors, these are not characteristic of the chronic exposure to low-dose radiation encountered in occupational and public settings. In addition, smaller cohorts have limited numbers leading to reduced statistical power.
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Papers

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Natural Language Processing-Enhanced Nuclear Industry Operating Experience Data Analysis: Aggregation and Interpretation of Multi-Report Analysis Results

10:00–10:25AM EDT

Sai Zhang (INL), Fei Xu (INL), Zhegang Ma (INL), Min Xian (Univ. Idaho)

Paper

The Development of an Outlier Detection Algorithm for Multi-Dimensional Measurement of Nuclear Power Plant Cables

10:25–10:50AM EDT

Gabriel Lentchner (Univ. Tennessee, Knoxville), John Leland (Univ. Tennessee, Knoxville), Elijah Connatser (Analysis and Measurement Services Corp.), Casey Sexton (Analysis and Measurement Services Corp.), Brent Shumaker (Analysis and Measurement Services Corp.), Vladimir Sobes (Univ. Tennessee, Knoxville)

Paper

Verification and Validation Approach for Use of Data Analytics in Nuclear Power Plants

10:50–11:15AM EDT

Ethan Wise (Jensen Hughes), Stephen Hess (Jensen Hughes), Jonathan Hodges (Jensen Hughes), Andrew Miller (Jensen Hughes)

Paper

Creating Annotated Corpus and Named Entity Recognition Model for Nuclear Power Industry

11:15–11:40AM EDT

Hideki Sekiguchi (NCSU), Joomyung Lee (NCSU), Yahya A. Alzahrani (NCSU), Mihai A. Diaconeasa (NCSU)

Paper

Discussion

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