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Jianhua Ma

affiliation not provided to SSRN

SCHOLARLY PAPERS

6

DOWNLOADS

130

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

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 44 (1,145,425)

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

2.

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 38 (1,236,159)

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

3.

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 18 (1,500,778)

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

4.

Mini-CarbonGPT: A Resource-Efficient Knowledge-Augmented Framework for Environmental Decision Support in Carbon Neutrality Engineering

Number of pages: 34 Posted: 14 Apr 2026
affiliation not provided to SSRN, Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry, Sun Yat-sen University (SYSU), affiliation not provided to SSRN and Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry
Downloads 13 (1,526,714)

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

5.

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 9 (1,571,455)

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

6.

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