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Wei-Dong Liang

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Conference Aug 2026

Scenario-Based Hierarchical Causal Analysis of R44 Helicopter Accidents in China's General Aviation

The Robinson R44 helicopter has a high accident rate in China's general aviation sector. Traditional human factors models have limitations when we use them under specific operational conditions, because they have coarse granularity in many cases and the conclusions are generalized, which makes it hard to find the real...

Hao-Feng Wang, Wei-Dong Liang, Xiang Li · 0 citations
Open access Aug 2026

TMCAS: Efficient Large Language Model-Assisted Topic Modeling for Civil Aviation Safety Reports

This paper proposes TMCAS, an efficient large language model-assisted topic modeling framework for civil aviation safety reports that achieves superior clustering and interpretability while substantially reducing inference cost compared with document-wise LLM baselines.

Xiangge Li, Haofeng Wang, Xiuting Zhou et al. · 0 citations

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