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.
📚 Peer-reviewed · JournalJournal of Hunan University Natural Sciences2026#Supply ChainDOI
Investigating Sustainable Food Business Ecosystems: A Cluster Analysis
S. Bukhori
This study investigates sustainable food ecosystems in Indonesia using cluster analysis, identifying three types: knowledge-based innovative, balanced sustainability-oriented, and sustainability-committed with limited knowledge transfer. It…
📚 Peer-reviewed · JournalIngeniería Investigación y Tecnología2026#Supply ChainDOI
A systematic review of evolution, thematic domains, and future directions in reverse logistics
M. D. Gracia
This systematic review maps the evolution of reverse logistics research, identifying four stages from operational efficiency to circular economy and digital transformation. It organizes the literature into six thematic areas and underscores…
🌍 Global📚 Peer-reviewed · JournalLogistics Supply Chain Sustainability and Global Challenges2026#Supply ChainDOI
Climate Change Impacts’ Mitigation Strategies in Sustainable Supply Chain Management and Pragmatism of Data Envelopment Analysis and Malmquist Index in its Measurement
Mohsen Malekalketab Khiabani, Wan Khairuzzaman Wan Ismail, Farhad Ebrahimi
This review systematically synthesizes literature on mitigation strategies in sustainable supply chain management (SSCM), focusing on Data Envelopment Analysis (DEA) and Malmquist Index (MI) for assessing eco-efficiency. It identifies four …
PreprintTạp chí Kinh tế - Luật và Ngân hàng2025#Supply ChainDOI
Promoting sustainable development in the Vietnam textile and garment industry through green investment strategies in enterprises
Thị Vân Anh Phạm, Thu Hà Nguyễn, Thanh Thu Trần
This paper analyzes the need for Vietnam's textile and garment industry to shift towards sustainable development through green investments and green finance in response to the government's 2050 Net Zero target. Based on surveys and public d…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
EU-Asia Green Energy Supply Chain (2020-2025)
Mohamed H. Abdelaziz
This dataset models the EU's reliance on Asian manufacturing for green energy transition, capturing the intersection of supply chain logistics, economic indicators, and environmental policies. It includes high-frequency time-series data on …
🇺🇸 USAConferenceProceedings of the 2026 REMADE® Circular Economy Technology Summit & Conference2026#Supply ChainDOI
Multi-period Optimization of Multi-agent Circular Economy Networks: Application to Single-use PET Plastics & Polyester Textiles
Daniel Pert, A. Torres
This study proposes a multi-period optimization framework for multi-agent circular economy (CE) networks, applied to the PET packaging and polyester textile value chain. It combines LCA with planetary boundaries to analyze trade-offs betwee…
CNConferenceProceedings of the 2026 International Conference on Artificial Intelligence and Fintech2026#Supply ChainDOI
Supply-Chain Carbon Risk Exposure and Downstream Firms’ Low-Carbon Transition under China's Emissions Trading Scheme
Lin Sun, Jun Zeng
This paper reframes ETS-driven supply-chain carbon risk transmission as an AI decision-support problem. It proposes an end-to-end pipeline integrating a temporal supplier-buyer graph, NLP-based quantification of low-carbon clauses in procur…
🇺🇸 USA📚 Peer-reviewed · JournalForests2026#Supply ChainDOI
Carbon Footprint of Roundwood and Woodchip Processing in the Northeastern US: A Case Study
Alex K. George, Anil Raj Kizha, Ashish Alex +2
This study quantifies the carbon footprint of four forest product processing operations (chip mill, hardwood sawmill, softwood sawmill, in-woods chipping) in the Northeastern US using LCA. It finds transportation is the highest contributor …
CN📚 Peer-reviewed · JournalEnvironmental Research Infrastructure and Sustainability2026#Supply ChainDOI
Decarbonization pathways of infrastructure material systems in the urban agglomeration on the west side of Taiwan straits
Lihong Zhao, Guochun Huang, Jiaying Cong +2
This study quantifies life-cycle stocks, flows, and GHG emissions of seven bulk materials across nine cities in the urban agglomeration on the west side of Taiwan straits using the IMAGINE materials model. Material demand peaks in 2036, and…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Sustainable Inventory Management for Perishable Dairy Products: A Circular-Economy Approach Integrating Environmental Costs
Олена Павлова, Maryna Nagara, Oksanа Liashenko +5
This study develops a circular-economy inventory optimization framework for dairy supply chains, integrating EU ETS carbon pricing, waste valorization, and deterioration-aware demand management. Empirical calibration using Ukrainian data sh…
📚 Peer-reviewed · JournalINTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT2026#Supply ChainDOI
Sustainable Supply Chain Management and Green Logistics Practices in the Automobile Industry: A Study of Sonalika Tractors
V. Jha, Sayanth K, Arun Prasher +2
This case study examines sustainable supply chain management (SSCM) and green logistics at International Tractors Limited (Sonalika), an Indian tractor manufacturer. It identifies strengths like vertical integration and low-VOC painting, wh…
🇪🇺 Europe📚 Peer-reviewed · JournalEnvironments2026#Supply ChainDOI
Decarbonization Strategies in the Wine Supply Chain: From Environmental Mitigation Towards Integrated Sustainability Management
Christian Bux, M. Lombardi, Roberto Leonardo Rana +1
This systematic literature review maps decarbonization strategies across the wine supply chain, identifying packaging and logistics as key emission hotspots. It highlights mitigation through soil carbon sequestration, renewable energy, and …
📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Toward Sustainable Supply Chains in Metal Additive Manufacturing: An Energy-Based Limited-Scope Global Warming Potential (GWP) Life Cycle Assessment of Oxygen-Free High Conductivity Copper Powder Production
Michael Sherwin, John Barnes, Eric Rhodes
This study presents a limited-scope life cycle assessment comparing two powder production routes for oxygen-free high conductivity copper in additive manufacturing. Using Monte Carlo simulation, it found that the DirectPowderTM system reduc…
🌍 Global📚 Peer-reviewed · JournalManagerial and Decision Economics2026#Supply ChainDOI
Green Financing for SMEs in Supply Chain Under the Reward–Penalty Mechanism: Reverse Factoring or Bank Credit
Zheng Zhang, Wenhao Shen, Xiaran Zhang
This study models green financing for SMEs in supply chains, comparing reverse factoring and bank credit under government reward-penalty mechanisms. Using game theory, it finds that SMEs with higher environmental ratings prefer reverse fact…
🌍 Global📚 Peer-reviewed · JournalJournal of Sustainable Development of Transport and Logistics2026#Supply ChainDOI
Green supply chain management and environmental performance: Evidence from cross-sector case analysis
Shahzad Ashraf
This study examines green supply chain management (GSCM) practices through comparative case analysis of four industry leaders (Eastman Chemical, Westpac, Coca-Cola, EY) using corporate sustainability reports and CDP data from 2008-2020. Res…
📚 Peer-reviewed · JournalMathematics2026#Supply ChainDOI
Blockchain Technology for Green Supply Chain Management in the Maritime Industry: Integrating Extended Grey Relational Analysis, SWARA, and ARAS Methods Under Z-Information
Amir Karbassi Yazdi, Yong Tan, Mohammad Amin Khoobbakht +2
This study identifies barriers to blockchain adoption for green supply chain management in the maritime industry and proposes a multi-criteria decision-making framework to evaluate the suitability of maritime routes. Using a Delphi process,…
🌍 Global📚 Peer-reviewed · JournalTechnological and Economic Development of Economy2026#Supply ChainDOI
Driving net-zero and resilient supply chains through industry 5.0: a strategic pathway for sustainable economic development
Akshay Patidar, S. Bhatnagar, Anil Kumar +3
This study analyzes Industry 5.0 (I5.0) practices enabling net-zero and resilient supply chains using a three-phase framework: literature review, Interpretive Structural Modeling (ISM), and DEMATEL. Key practices include ESG compliance, Lif…
📚 Peer-reviewed · JournalSystems2026#Supply ChainDOI
Risk-Informed Data Analytics for Sustainable Pharmaceutical Supply: A Governance Framework for Public Oncology Hospitals
Fernando Rojas, E. Castro
This study proposes a data-driven governance framework for sustainable pharmaceutical inventory in a Chilean public oncology hospital. By integrating ABC-XYZ segmentation and a risk-informed continuous-review policy, it reduces stockouts by…
📚 Peer-reviewed · JournalFrontiers of Physics2026#Supply ChainDOI
The signal strategy in low-carbon supply chains
Shanshan Xie, Jiamuyan Xie
This paper analyzes signaling strategies in low-carbon supply chains under demand information asymmetry using a dynamic game model. It finds that manufacturers must distort output and carbon reduction downward to signal low demand, and that…
🌍 Global📚 Peer-reviewed · JournalABAC Journal2026#Supply ChainDOI
Sustainability in the global MICE/business events industry – the current state, and the road ahead
Edward Koh
This paper provides an overview of the global MICE (Meetings, Incentives, Conferences, Exhibitions) and business events industry's sustainability efforts. It identifies the 'dirtiest' components in the supply chain (F&B, accommodation, stan…