Search Results - "Xu, Hao-Ruo"

A semantic entropy framework for quantifying and mitigating uncertainty in LLM-assisted geotechnical design.

Authors: Njock, Pierre Guy Atangana Yin, Zhen-Yu Xu, Hao-Ruo et al.

Source: Canadian Geotechnical Journal; 6/9/2026, Vol. 63, p1-22, 22p

Transformer-based deformation measurement of underground structures from a single-camera video.

Authors: Xu, Hao-Ruo Yin, Jia-Ning Zhang, Ning

Source: Automation in Construction. Apr2025, Vol. 172, pN.PAG-N.PAG. 1p.

Subjects: Underground construction, Measurement errors, Transformer models, Feature extraction, Point cloud

iGeo-LLM: Identification of geological features using multi-source data based on LLM during shield tunnelling.

Authors: Yan, Tao Shen, Shui-Long Yin, Zhen-Yu et al.

Source: Information Fusion; Nov2026, Vol. 135, pN.PAG-N.PAG, 1p

GeoLLM: A specialized large language model framework for intelligent geotechnical design.

Authors: Xu, Hao-Ruo Zhang, Ning Yin, Zhen-Yu et al.

Source: Computers & Geotechnics. Jan2025:Part A, Vol. 177, pN.PAG-N.PAG. 1p.

Subjects: Language models, Information professionals, Engineering models, Industrial research

Structural failure risk assessment of shield tunnel using large language model.

Authors: Atangana Njock, Pierre Guy Yin, Zhen-Yu Xu, Hao-Ruo et al.

Source: Tunneling & Underground Space Technology. Nov2025, Vol. 165, pN.PAG-N.PAG. 1p.

Subjects: Risk assessment, Language models, Decision support systems, Natural language processing, Information asymmetry, Machine learning, Tunnel design & construction