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Lu-hao He

Sun Yat-sen University (SYSU)

Key Laboratory of Geological Processes and Mineral Resources Exploration

SCHOLARLY PAPERS

23

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1,625

TOTAL CITATIONS

0

Scholarly Papers (23)

1.

Research on the Directional Bounding Box Algorithm of Yolov11 in Tailings Pond Identification

Number of pages: 30 Posted: 18 Dec 2024
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), affiliation not provided to SSRN and Sun Yat-sen University (SYSU)
Downloads 404 (181,053)

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tailings ponds, deep learning, Object Detection, automated identification, YOLOv11

2.

Real-Time Recognition and Segmentation of Mining Vehicles Using Yolov11-Seg: An Edge-Aware Deep Learning Approach

Number of pages: 32 Posted: 30 Apr 2025
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), affiliation not provided to SSRN and Sun Yat-sen University (SYSU)
Downloads 164 (456,852)

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YOLOv11-Seg, real-time object detection, Semantic Segmentation, mining vehicles, industrial computer vision, video surveillance

3.

Artificial Intelligence for Carbon Capture, Utilization and Storage: Technological Evolution and Systemic Integration Pathways

Number of pages: 39 Posted: 07 Jul 2025
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry, Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry and Sun Yat-sen University (SYSU)
Downloads 141 (524,371)

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Artificial Intelligence (AI), Carbon Capture, Utilization and Storage (CCUS), Deep Learning, Physics-Informed Neural Networks (PINN)

4.

Artificial Intelligence in Global Landslide Research: Evolution, Engineering Insights, and Future Challenges (2014–2024)

Number of pages: 54 Posted: 12 Jun 2025
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), affiliation not provided to SSRN, China University of Geosciences (CUG) and Sun Yat-sen University (SYSU)
Downloads 123 (588,531)

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Artificial Intelligence (AI), Global Landslide Research Trends, Frontier Exploration, Bibliometric Analysis

5.

An Intelligent Measurement System for Multi-Type Rock Detection Based on Yolov12 Deep Learning Framework

Number of pages: 68 Posted: 03 Jun 2025
Lu-hao He, Yongzhang Zhou and Guoqing Liu
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU) and China University of Geosciences (CUG)
Downloads 105 (664,543)

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Deep learning-based measurement, Lithology recognition, YOLOv12, Intelligent geological sensing, multi-scale object detection, Rock classification system, Texture-aware feature extraction

6.

Mini-Carbongpt: A Domain-Specific Large Language Model for Carbon Neutrality

Number of pages: 42 Posted: 11 Mar 2025
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU) and Sun Yat-sen University (SYSU)
Downloads 81 (796,622)

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carbon neutrality, Large language model (LLMs), Domain-specific model, Retrieval-augmented generation (RAG), Carbon neutrality corpus

7.

Uav-Based Deep Learning Framework for Real-Time Visual Detection of Landslides and Structural Hazards in Complex Natural Terrains

Number of pages: 35 Posted: 23 Jun 2025
Lu-hao He, Yongzhang Zhou and Yang Hong
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU) and Sun Yat-sen University (SYSU)
Downloads 70 (875,328)

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UAV remote sensing, deep learning, landslide detection, YOLOv12, structural geohazards, object recognition

8.

Real-Time Uav-Based Deep Learning for Multi-Class Geohazard Detection and Infrastructure Risk Monitoring in Mountainous Terrain

Number of pages: 37 Posted: 25 Jul 2025
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), affiliation not provided to SSRN and Sun Yat-sen University (SYSU)
Downloads 65 (916,100)

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Geohazards, UAV remote sensing, Real-time landslide detection, Deep Learning, Infrastructure risk monitoring, Mountainous terrain

9.

Deep Learning-Driven Road Defect Detection for Sustainable Urban Infrastructure

Number of pages: 63 Posted: 23 Jun 2025
Lu-hao He and Yongzhang Zhou
Sun Yat-sen University (SYSU) and Sun Yat-sen University (SYSU)
Downloads 51 (1,063,489)

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smart city, sustainable transport, Intelligent infrastructure, Deep Learning, YOLOv11, road surface monitoring

10.

Qhgeogpt: A Domain-Specific Language Model for Engineering-Scale Geological Reasoning and Mineral Exploration in the Qin-Hang Belt

Number of pages: 32 Posted: 14 Aug 2025
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 48 (1,086,013)

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Mineral exploration intelligence, Domain-specific large language model, Knowledge graph, Retrieval-Augmented Generation, Low-rank adaptation, Engineering geoscience AI

11.

Real-Time Vision-Based Monitoring of Mining Vehicles for Intelligent Industrial Systems

Number of pages: 32 Posted: 17 Jul 2025
Lu-hao He and Yongzhang Zhou
Sun Yat-sen University (SYSU) and Sun Yat-sen University (SYSU)
Downloads 47 (1,109,210)

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YOLOv11-Seg, real-time object detection, semantic segmentation, mining vehicles, industrial monitoring, real-time visual perception

12.

Mini-CarbonGPT: AI-Driven Modeling and Knowledge Integration for Carbon-Neutral Energy Systems

Number of pages: 34 Posted: 01 Nov 2025
affiliation not provided to SSRN, Sun Yat-sen University (SYSU), Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry, Sun Yat-sen University (SYSU), Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 43 (1,145,425)

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carbon neutrality, Large language model, vertical-domain LLM, retrieval-augmented generation, carbon neutrality corpus

13.

Automated Morphological Classification of Atmospheric Particulate Matter in SEM Images for Environmental Monitoring

Number of pages: 30 Posted: 18 Sep 2025
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU) and Independent
Downloads 43 (1,157,785)

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Atmospheric particulate matter, Morphological classification, Scanning Electron Microscopy, Deep object detection, Multi-source air pollution, Shandong Peninsula

14.

Integrating Retrieval-Augmented Generation and Large Language Models for Sustainable Energy Applications in Geoscience: A Case Study of the Qin-Hang Metallogenic Belt

Number of pages: 31 Posted: 27 May 2025
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), affiliation not provided to SSRN, Sun Yat-sen University (SYSU) and affiliation not provided to SSRN
Downloads 38 (1,209,354)

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Domain-Specific Large Language Model, ChatGLM3-6B, Geoscience Applications, Qin-Hang Metallogenic Belt, Retrieval-Augmented Generation (RAG)

15.

Artificial Intelligence Revealing Landslide Dynamics in the Anthropocene: A Decade of Global Change (2014–2024)

Number of pages: 54 Posted: 18 Dec 2025
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), affiliation not provided to SSRN, affiliation not provided to SSRN, China University of Geosciences (CUG) and Sun Yat-sen University (SYSU)
Downloads 36 (1,236,159)

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Anthropocene, Artificial Intelligence, Climate-Geomorphology Interactions, Global Change, Landslide Dynamics, Remote sensing

16.

Intelligent Recognition of Urban Road Surface Defects Using a Knowledge-Enhanced Vision Framework

Number of pages: 62 Posted: 12 Aug 2025
Lu-hao He and Yongzhang Zhou
Sun Yat-sen University (SYSU) and Sun Yat-sen University (SYSU)
Downloads 35 (1,249,711)

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Urban infrastructure monitoring, road surface assessment, intelligent defect detection, knowledge-augmented deep learning, visual measurement, pavement condition analysis

17.

Intelligent Remote Sensing Recognition and System Performance Optimization for Open-Pit Mines in Engineering Applications

Number of pages: 35 Posted: 17 Sep 2025
Lu-hao He and Yongzhang Zhou
Sun Yat-sen University (SYSU) and Sun Yat-sen University (SYSU)
Downloads 32 (1,290,922)

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Remote Sensing Image, open-pit mine, YOLOv12, Small object detection, Feature fusion, Deep learning

18.

Mini-Carbongpt: A Domain-Specific Language Model for Engineering-Oriented Carbon Neutrality Applications

Number of pages: 22 Posted: 11 Jun 2025
Lu-hao He, Yongzhang Zhou, Xian Liu and Lu Su
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry and affiliation not provided to SSRN
Downloads 32 (1,304,549)

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Domain-Specific Language Model, Carbon Neutrality, Engineering applications, Retrieval-augmented generation, Instruction Tuning, Applied Artificial Intelligence

19.

Advances in Monitoring Technologies for Co2 Geological Sequestration Sites

Number of pages: 44 Posted: 04 Mar 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Sun Yat-sen University (SYSU)
Downloads 21 (1,436,435)

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CO2 Geological Sequestration, CO2 Leakage Monitoring, IoT Online Monitoring, Multi-Source Data Integration

20.

Mini-CarbonGPT: A Domain-Adapted Large Language Model for Engineering Knowledge Integration and Decision Support

Number of pages: 34 Posted: 02 Feb 2026
affiliation not provided to SSRN, Sun Yat-sen University (SYSU), Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry, Sun Yat-sen University (SYSU), Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 17 (1,500,778)

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Engineering informatics, domain-adapted large language model, engineering knowledge integration, decision support system

21.

An Artificial Intelligence Workflow for Multi-Mineral Instance Segmentation and Automated Characterization of Heterogeneous Geological Hand Specimens

Number of pages: 34 Posted: 21 May 2026
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), affiliation not provided to SSRN, affiliation not provided to SSRN and University College London
Downloads 14 (1,518,554)

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Artificial Intelligence, Instance segmentation, Multi-mineral characterization, Geological hand specimens, Quantitative image analysis, Engineering-oriented inspection

22.

Mini-CarbonGPT: A Resource-Efficient Knowledge-Augmented Language Model for Industrial Decarbonization Knowledge Work

Number of pages: 35 Posted: 24 Mar 2026
affiliation not provided to SSRN, Sun Yat-sen University (SYSU), Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry, Sun Yat-sen University (SYSU) and Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry
Downloads 8 (1,555,090)

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industrial informatics, decarbonization, large language models, knowledge integration, retrieval-augmented generation

23.

High-Resolution UAV Monitoring of Floating Aquatic Vegetation in Complex Surface Water Environments Using Deep Learning

Number of pages: 35 Posted: 26 May 2026
Sun Yat-sen University (SYSU), Sun Yat-sen University (SYSU), Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 7 (1,571,455)

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UAV remote sensing, floating aquatic vegetation, surface water monitoring, deep learning, object detection