Exploratory Data Analysis of Adverse Weather Event Discovery for Nuclear Safety

Ziwei Liu; Morgan Steckler; Kevin Birdwell; Xiao Ying Yu

doi:10.13182/T134-10560

Exploratory Data Analysis of Adverse Weather Event Discovery for Nuclear Safety

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Pages (from-to)	188-191
Number of pages	4
Journal	Transactions of the American Nuclear Society
Volume	134
DOIs	https://doi.org/10.13182/T134-10560
State	Published - 2026
Event	ANS Annual Conference, 2026 - Denver, United States Duration: May 31 2026 → Jun 3 2026

Funding

Research efforts are supported by the Nuclear Safety Research and Development (NSR&D) program sponsored by Office of Environment, Health, Safety and Security (EHSS) of DOE.

Keywords

clustering analysis
exploratory data analysis
machine learning
Mann–Kendall (MK) test
meteorological data
Sen’s slope

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10.13182/T134-10560

Cite this

@article{798c149e6b794a1f9b0987487453a6fc,

title = "Exploratory Data Analysis of Adverse Weather Event Discovery for Nuclear Safety",

keywords = "clustering analysis, exploratory data analysis, machine learning, Mann{\textendash}Kendall (MK) test, meteorological data, Sen{\textquoteright}s slope",

author = "Ziwei Liu and Morgan Steckler and Kevin Birdwell and Yu, \{Xiao Ying\}",

year = "2026",

doi = "10.13182/T134-10560",

language = "English",

volume = "134",

pages = "188--191",

journal = "Transactions of the American Nuclear Society",

issn = "0003-018X",

note = "ANS Annual Conference, 2026 ; Conference date: 31-05-2026 Through 03-06-2026",

}

TY - JOUR

T1 - Exploratory Data Analysis of Adverse Weather Event Discovery for Nuclear Safety

AU - Liu, Ziwei

AU - Steckler, Morgan

AU - Birdwell, Kevin

AU - Yu, Xiao Ying

PY - 2026

Y1 - 2026

KW - clustering analysis

KW - exploratory data analysis

KW - machine learning

KW - Mann–Kendall (MK) test

KW - meteorological data

KW - Sen’s slope

UR - https://www.scopus.com/pages/publications/105046059622

U2 - 10.13182/T134-10560

DO - 10.13182/T134-10560

M3 - Conference article

AN - SCOPUS:105046059622

SN - 0003-018X

VL - 134

SP - 188

EP - 191

JO - Transactions of the American Nuclear Society

JF - Transactions of the American Nuclear Society

T2 - ANS Annual Conference, 2026

Y2 - 31 May 2026 through 3 June 2026

ER -

Exploratory Data Analysis of Adverse Weather Event Discovery for Nuclear Safety

Funding

Keywords

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