马乐原｜青岛理工大学｜学者主页

百晓学者学者目录

精选作品

期刊论文

2026

Classifying construction accident reports with parameter-efficient fine-tuned LLMs and ensemble methods

Jun Wang, Jing Li, Shujie Wu, Ziyi Qu, Martin Skitmore, Nicholas Chileshe, Leyuan Ma

Engineering Construction & Architectural Management

DOI

2026

Ontology-based prompting with large language models for inferring construction activities from construction images

Cheng Zeng, Timo Hartmann, Leyuan Ma

Advanced Engineering Informatics

DOI

2025

Automatic classification of construction accident reports using BERTopic-GLDA approach

Jun Wang, Ziyi Qu, Shujie Wu, Martin Skitmore, Leyuan Ma

Engineering Construction And Architectural Management

DOI

2025

Classifying OSHA construction accident reports: leveraging ensemble learning and lightweight large language models (l-LLMs)

Jun Wang, Shujie Wu, Ziyi Qu, Jianhong Shen, Shoeb Ahmed Memon, Martin Skitmore, Leyuan Ma

Engineering Construction And Architectural Management

DOI

2024

ConSE: An ontology for visual representation and semantic enrichment of digital images in construction sites

Cheng Zeng, Timo Hartmann, Leyuan Ma

Advanced Engineering Informatics

DOI

2024

Exploration of using a wall-climbing robot system for indoor inspection in occupied buildings

Leyuan Ma, Timo Hartmann

Scientific Reports

DOI

2024

Enhanced concrete crack detection and proactive safety warning based on I-ST-UNet model

He Zhang, Leyuan Ma, Zhenmin Yuan, Hexu Liu

Automation in Construction

DOI

2023

A proposed ontology to support the hardware design of building inspection robot systems

Leyuan Ma, T. Hartmann

Advanced Engineering Informatics

DOI

2019

BIM在鲁中地区传统农宅节能改造中的运用

马乐原，陈悦华

《华侨大学学报(自然科学版)》

2019

基于BIM和本体的既有建筑绿色改造评价智能化研究

马乐原

《武汉大学》

2018

基于改进的F-AHP的SI住宅内装产业化综合评价

陈悦华，马乐原，杨阳

《建筑经济》

研究方向

建筑智能运维建筑信息化与建筑机器人

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