GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Supply ChainDOI
Survey on Decarbonization Efforts in the Industrial Sector: The Role and Challenges of Supply Chain Engagement
産業部門の脱炭素化取組に関する調査:サプライチェーンを通じた働きかけの役割と課題
(著者不明)
This survey examines the role and challenges of supply chain engagement in industrial decarbonization. It analyzes the importance of collaboration and information sharing among firms, as well as barriers to effective supply chain decarboniz…
CN📚 Peer-reviewed · JournalIndustry and Innovation2026#Supply ChainDOI
Digital technology enables carbon neutrality: the impact of supply chain digitisation on corporate carbon emissions
Liang Zhang, Yuedi Xu, Xi Zhong
This study empirically investigates the impact of supply chain digitization on corporate carbon emissions using Chinese firm-level data. The findings demonstrate that digitization significantly reduces emissions, though the effect varies by…
🇨🇳 China📚 Peer-reviewed · JournalEcological Economics2026#Supply ChainDOI
The dynamic complexity of critical mineral supply chains reveals the paradox of energy transition
Junhui Li, Yongguang Zhu, Shiquan Dou +7
This paper analyzes the dynamic complexity of critical mineral supply chains essential for energy transition, highlighting the paradox that supply constraints and geopolitical risks may hinder the deployment of clean energy technologies.
🇨🇳 China📚 Peer-reviewed · JournalEnvironmental Science & Technology2026#Supply ChainDOI
City-Level Nexus of Embodied Waste Carbon in China
Wen Fang, Xiaoyu Wang, Lei Ye +8
This study provides a novel city-level assessment of the coupling coordination between waste and carbon emissions in China. Megalopolises outsource waste and carbon but maintain high coordination. Consumption-based coordination is 20.4-68.8…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Climate Risk Attention and Value Chain Upgrading: A Multi-Network Embedding Perspective
Yiming Tong, Deheng Xiao
Using panel data on Chinese A-share listed firms from 2008 to 2024, this study finds that firms' climate risk attention (CRA) significantly promotes value chain upgrading (VCU). The effect operates through embedding into green R&D, green in…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Carbon Emission Reduction Potential in Global Seaborne Metallurgical Coal Trade Through Supply Chain Network Optimisation
Liwei Qu, Lianghui Li, Bochao An +1
This study develops an enhanced Ant Colony Optimization algorithm to identify optimal supply pathways minimizing transportation carbon emissions in global seaborne metallurgical coal trade. It achieves a 25% reduction in carbon intensity ag…
🌍 GlobalJournalAdvances in computational intelligence and robotics book series2026#Supply ChainDOI
Economic Signals and Artificial Intelligence for Sustainable Transport and Low-Carbon Logistics Systems
Turdiev Abdullo Sagdullaevich, S. Aarthi, R. N. Ravikumar +2
This chapter proposes a framework combining economic indicators and AI to decarbonize transport and logistics. Based on case studies, it shows that AI optimization paired with emissions-based pricing and incentives can enhance supply chain …
🇨🇳 China📚 Peer-reviewed · JournalManagement Decision2026#Supply ChainDOI
Low-carbon supply chain management: manufacturer capital constraints and bankruptcy risk
Jiawen Li, Xiaomin Xu, Shengzhong Huang +1
This paper develops a Stackelberg game model for supply chains with capital-constrained manufacturers facing bankruptcy risk under different carbon asset financing schemes. Using real data from China's cement industry, it finds that pledge …
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Supply Chain Low-Carbon Awareness and Carbon Reduction: Micro-Evidence from China
Gang Yao, Pingfan Song, Zhi Liu +2
This study constructs a supply chain low-carbon awareness (LCA) index via text analysis and examines its impact on corporate carbon emissions and low-carbon behaviors. It finds that LCA significantly improves carbon reduction performance, e…
📚 Peer-reviewed · JournalJurnal Aplikasi Bisnis dan Manajemen2026#Supply ChainDOI
Circular Economy in Indonesian MSMEs: A Qualitative Study on The Role of Eco-Innovation and Sustainable Supply Chains
Ani Mekaniwati, Aang Munawar, B. Rainanto +1
This qualitative study explores how eco-innovation and sustainable supply chain management synergistically enhance circular economy implementation in Indonesian MSMEs. Through focus groups in West Java and Bengkulu, it identifies collaborat…
🌍 Global📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Supply ChainDOI
Sustainable Resilience in Critical Mineral Supply Chains: An ESG and Circular Economy Perspective
Hasan Tutar, C. Erden
This systematic review of 106 studies (2015-2025) analyzes how ESG factors and circular economy practices shape resilience in critical mineral supply chains. It proposes the Critical Minerals Integrated Sustainability Framework (CMISF) link…
📚 Peer-reviewed · JournalSustainable materials and technologies2026#Supply ChainDOI
A data-driven decision support system for sustainable concrete procurement: Navigating cost, carbon, and performance trade-offs via multi-objective optimization
Thuy-Hien Nguyen, Thuy-Hien Nguyen, Huong-Giang Thi Hoang +3
This paper proposes a data-driven decision support system for sustainable concrete procurement that navigates trade-offs between cost, carbon emissions, and performance using multi-objective optimization. It contributes to decarbonization i…
📚 Peer-reviewed · JournalLogistics2026#Supply ChainDOI
Technological Pathways to Low-Carbon Supply Chains: Evaluating the Decarbonization Impact of AI and Robotics
Mariem Mrad, M. Frikha, Y. Boujelbène +1
This study reviews 83 articles to analyze how AI and robotics can decarbonize supply chains. AI reduces transport emissions via routing optimization and load consolidation; robotics improves energy efficiency in warehousing. Barriers includ…
🌍 Global📚 Peer-reviewed · JournalJournal of Earth and Environmental Sciences Research2026#Supply ChainDOI
A Review of Decarbonization Strategies in Oil Palm Plantations Toward Net-Zero Emissions
L. Judijanto
This systematic literature review identifies and classifies five dominant decarbonization pathways in oil palm plantations: methane mitigation, energy-efficiency improvements, biomass-based fuel substitution, landscape-level carbon sequestr…
📚 Peer-reviewed · JournalThe Arabian journal for science and engineering2026#Supply ChainDOI
Artificial Intelligence-Driven Pathways for Net-Zero Supply Chain Transformation in SMEs
Alok Yadav, Kusum Lata, R. K. Garg +4
This paper proposes AI-driven approaches for SMEs to achieve net-zero supply chains, using AI for emissions tracking, optimization, and decision support. It provides a theoretical framework for sustainable transformation.
🌍 Global📚 Peer-reviewed · JournalSocial Science Research Network2026#Supply ChainDOI
Information Sharing and Decarbonization in Eco-conscious Etailing Systems
Yu Cao, Tong Shao, Guangyu Wan +1
This paper examines strategic incentives for a platform to share demand information with a manufacturer in an eco-conscious e-tailing supply chain. In a resale model, strong and aligned environmental concerns make information sharing optima…
🌍 Global📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
Geopolitics of Green Transition
Jubaer Shah
This paper examines the geopolitical dynamics of rare-earth mineral exploitation for green technologies, highlighting neo-colonial patterns, environmental costs, and labor issues in producing countries. It analyzes governance approaches and…
📚 Peer-reviewed · JournalTextile & Leather Review2026#Supply ChainDOI
Construction of Green Supply Chain Network Optimization Models for Textiles with Carbon Neutrality Goals
Renyi Qiu
This paper proposes a multi-objective optimization model for textile supply chains to achieve carbon neutrality. It integrates carbon trading, green subsidies, and dynamic demand response. The model reduces costs by 18.6-25.8% and emissions…
🌍 Global📚 Peer-reviewed · JournalBusiness Strategy & Development2026#Supply ChainDOI
Carbon Finance in Sustainable Supply Chains: Insights From a Systematic Review of the Literature
M. Rana, T. Rao
This systematic review analyzes how carbon finance integrates into supply chain management, covering 47 articles (2011-2024) from top ABDC journals. It categorizes mechanisms like carbon pricing and offsets, identifies research gaps, and ou…
📚 Peer-reviewed · JournalInternational Journal for Research in Applied Science and Engineering Technology2026#Supply ChainDOI
A Study on Sustainable Supply Chain Management Practices at Cosmo Films Waluj
Amol Sainath Parde
This case study examines sustainable supply chain management at Cosmo Films Waluj in India, covering green procurement, energy efficiency, waste minimization, and supplier audits. The facility has reduced energy intensity and adopted recycl…