Uncertainty-Aware and Explainable Human Error Detection in the Operation of Nuclear Power Plants

Bhavya Reddy; Ezgi Gursel; Katy Daniels; Anahita Khojandi; Jamie Baalis Coble; Vivek Agarwal; Ronald Boring; Vaibhav Yadav; Mahboubeh Madadi

doi:10.1080/00295450.2024.2372217

Uncertainty-Aware and Explainable Human Error Detection in the Operation of Nuclear Power Plants

Bhavya Reddy
, Ezgi Gursel
, Katy Daniels
, Anahita Khojandi
, Jamie Baalis Coble
, Vivek Agarwal
, Ronald Boring
, Vaibhav Yadav
, Mahboubeh Madadi

San Jose State University
University of Tennessee
Idaho National Laboratory

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	2312-2330
Number of pages	19
Journal	Nuclear Technology
Volume	210
Issue number	12
DOIs	https://doi.org/10.1080/00295450.2024.2372217
State	Published - 2024
Externally published	Yes

ASJC Scopus Subject Areas

Nuclear and High Energy Physics
Nuclear Energy and Engineering
Condensed Matter Physics

Keywords

Explainable artificial intelligence
human error
multiclass classification
nuclear power plants
uncertainty quantification

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10.1080/00295450.2024.2372217

Cite this

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title = "Uncertainty-Aware and Explainable Human Error Detection in the Operation of Nuclear Power Plants",

keywords = "Explainable artificial intelligence, human error, multiclass classification, nuclear power plants, uncertainty quantification",

author = "Bhavya Reddy and Ezgi Gursel and Katy Daniels and Anahita Khojandi and \{Baalis Coble\}, Jamie and Vivek Agarwal and Ronald Boring and Vaibhav Yadav and Mahboubeh Madadi",

note = "Publisher Copyright: {\textcopyright} 2024 American Nuclear Society.",

year = "2024",

doi = "10.1080/00295450.2024.2372217",

language = "English",

volume = "210",

pages = "2312--2330",

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T1 - Uncertainty-Aware and Explainable Human Error Detection in the Operation of Nuclear Power Plants

AU - Reddy, Bhavya

AU - Gursel, Ezgi

AU - Daniels, Katy

AU - Khojandi, Anahita

AU - Baalis Coble, Jamie

AU - Agarwal, Vivek

AU - Boring, Ronald

AU - Yadav, Vaibhav

AU - Madadi, Mahboubeh

PY - 2024

Y1 - 2024

KW - Explainable artificial intelligence

KW - human error

KW - multiclass classification

KW - nuclear power plants

KW - uncertainty quantification

UR - https://www.scopus.com/pages/publications/85199342443

UR - https://www.scopus.com/pages/publications/85199342443#tab=citedBy

U2 - 10.1080/00295450.2024.2372217

DO - 10.1080/00295450.2024.2372217

M3 - Article

AN - SCOPUS:85199342443

SN - 0029-5450

VL - 210

SP - 2312

EP - 2330

JO - Nuclear Technology

JF - Nuclear Technology

IS - 12

ER -

Uncertainty-Aware and Explainable Human Error Detection in the Operation of Nuclear Power Plants

ASJC Scopus Subject Areas

Keywords

Access to Document

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