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Yijun Zheng

Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry

52 Sanlihe Rd.

Datun Road, Anwai

Beijing, 100864

China

SCHOLARLY PAPERS

7

DOWNLOADS

304

TOTAL CITATIONS

0

Scholarly Papers (7)

1.

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)

2.

Seawater and Biodegradable Chelating Agents Enhance Coupled Hydrogen Production and CO2 Mineralization in Basalt

Number of pages: 40 Posted: 25 Dec 2025
affiliation not provided to SSRN, Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry, affiliation not provided to SSRN, Chinese Academy of Sciences (CAS) - State Key Laboratory of Organic Geochemistry and Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry
Downloads 46 (1,109,210)

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Orange hydrogen, CO2 mineralization, Basalt-water interaction, Biodegradable chelating agents (IDS/GLDA), Fe2+-driven H2 generation, Seawater chemistry

3.

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

4.

Late-Fracture Calcite Veins Decode Natural Gas Preservation

Number of pages: 26 Posted: 22 Feb 2024
Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry, Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry, Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry, Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry, Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry, Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry and Chinese Academy of Sciences (CAS) - Guangzhou Institute of Geochemistry
Downloads 37 (1,222,651)

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natural gas preservation, U-Pb dating, clumped isotope analysis, calcite veins, late-fracture, shale reservoir

5.

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

6.

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 12 (1,526,714)

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

7.

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