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.
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Sustainable Design of a Dual-Use Underground Logistics Network for Routine Low-Carbon Goods Delivery and Urban Emergency Supply Under Uncertainty: A Hybrid Optimization-Simulation Approach
Baoquan Li, Wang Yang, An Shi +5
This study proposes a dual-use underground logistics system (DULS) framework combining robust layout optimization with simulation. Using a Wasserstein-based distributionally robust optimization and AnyLogic discrete-event simulation, the ca…
📚 Peer-reviewed · JournalSustainable Management Review2026#Supply ChainDOI
How Sustainable Supply Chain Operation Management Enhances Enterprise Perceived Low-Carbon Development Efficiency: Evidence from Manufacturing Enterprises
Dong Guo, Wei Yet Tan
This study uses structural equation modeling to examine how five sustainable supply chain practices (green procurement, production, logistics, collaboration, and information sharing) affect perceived low-carbon development efficiency in man…
🌍 Global📚 Peer-reviewed · JournalJournal of Enterprise Information Management2026#Supply ChainDOI
Integrating smart food safety systems with enterprise information management for net-zero goals
An Thi Binh Duong, Vu Minh Ngo, Hung Nguyen +3
This study investigates how Smart Food Safety Management Systems (SFSMS) can be leveraged as enterprise information systems to achieve carbon neutrality and economic performance in the food industry. Based on a survey of 269 food enterprise…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Multimodal Transport Route Choice Considering Dynamic Transit Time Under Uncertain Demand
Junhong Hu, Chen Li, Chenchen Li +2
This study develops a bi-objective route-choice model for multimodal freight transport that minimizes total cost, time, and carbon emission costs under uncertain demand and dynamic transshipment time. Using chance-constrained programming an…
🇨🇳 China📚 Peer-reviewed · JournalAtmosphere2026#Supply ChainDOI
Study on Low-Carbon Optimization of Sustainable Aviation Fuel Supply Chain and Industry Cluster Layout in China
Feiyin Wang, Wen-Kang Sui, Peng-Tao Wang +2
This study proposes a data-driven framework integrating LCA and GAN to optimize sustainable aviation fuel (SAF) supply chains. By generating and evaluating pathways with various feedstocks, refineries, airports, and transport modes, it find…
📚 Peer-reviewed · ConferenceAustralian Journal of Experimental Agriculture2008#Supply ChainDOI
Life cycle assessment of greenhouse gas emissions from irrigated maize and their significance in the value chain
Grant T.
This paper assesses lifecycle GHG emissions from irrigated maize and explores reduction potentials across the value chain. It offers insights for agricultural emission reduction strategies.
📚 Peer-reviewed · JournalClimatic Change2023#Supply ChainDOI
Limiting red meat availability in a university food service setting reduces food-related greenhouse gas emissions by one-third
Lambrecht N.J.
This paper demonstrates that limiting red meat availability in a university cafeteria reduced food-related greenhouse gas emissions by about one-third. It provides a practical case study showing how dietary changes can contribute to climate…
🌍 GlobalPreprintZenodo2026#Supply ChainDOI
Market Access Is Not Compliance: The EU-Brazil Supplier Evidence Gap under CSDDD, CBAM, EUDR and the EU-Mercosur Agreement
Villanova, Marcio
This paper addresses the supplier evidence gap for Brazilian companies under EU regulations (CSDDD, CBAM, EUDR). It argues that market access does not guarantee compliance and introduces a framework for building defensible evidence on origi…
🇨🇳 China📚 Peer-reviewed · JournalSystems2026#Supply ChainDOI
Incentive Mechanism Design in a Low-Carbon Service Supply Chain Under Dual Information Asymmetry: Consumer Heterogeneity, Information Perception, and Dynamic Trust
Yuehua Chen, Yunfei Shao
This study models a low-carbon service supply chain with dual information asymmetry: hidden capability before contracting and hidden effort after. Using a principal-agent framework, it shows that menu contracts can screen providers and ince…
🇨🇳 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 …
📚 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…
📚 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…