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Xingyu Xiao

Tsinghua University

Beijing, 100084

China

SCHOLARLY PAPERS

3

DOWNLOADS

98

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

An Intelligent Framework for Automated Human Reliability Data Generation in Complex Industrial Systems

Number of pages: 27 Posted: 08 Apr 2025
Tsinghua University, affiliation not provided to SSRN, Tsinghua University, Tsinghua University, Tsinghua University, Tsinghua University, Tsinghua University and Tsinghua University
Downloads 58 (1,010,164)

Abstract:

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Dynamic Workload Prediction, large language models, NASA TLX, synthetic HRA data generation method, Scenario-Driven Assessment

2.

Predicting Operator Situation Awareness in Nuclear Power Plant Operations Using Multimodal Physiological Time-Series

Number of pages: 17 Posted: 19 Feb 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Tsinghua University
Downloads 22 (1,436,435)

Abstract:

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Nuclear power plant, Situation awareness, Physiological signals, Time-series modeling, Human reliability analysis

3.

Causal-Informed Multi-Task Learning for Probabilistic Trend Prediction of Nuclear Power Plant Abnormal Conditions

Number of pages: 36 Posted: 31 Jan 2026
Ben Qi, Xingyu Xiao, Haijing Zhou and Jingang Liang
Tsinghua University, Tsinghua University, Institute of Applied Physics and Computational Mathematics and Tsinghua University
Downloads 18 (1,491,251)

Abstract:

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causal-informed machine learning, Trend Prediction, Uncertainty Quantification, Abnormal Conditions, Nuclear Safety