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.
Preprint🇪🇺 EuropeCrossref2026#Supply ChainDOI
Sostenibilidad de la cadena de suministro de materiales estratégicos en el sector del transporte terrestre de carga pesada
Martínez Hernando, María del Pilar
Assesses environmental, social, and cost impacts of critical raw materials (platinum, lithium, natural rubber) supply chains for heavy-duty ICEVs, EVs, and FCVs in the EU. Finds that Scope 3 emissions dominate, with platinum having the high…
Peer-reviewed🇪🇺 EuropeJournalScientific Reports2025#Supply ChainDOI
The greenhouse gas emissions of the most remarkable Finnish fish product chains
Silvenius F.
This study analyzes the greenhouse gas emissions of major Finnish fish product supply chains, quantifying emissions from fishing, processing, and distribution to identify reduction priorities.
Peer-reviewedJournalSustainable Futures2024#Supply ChainDOI
Critical review of the drivers and barriers for adopting net zero carbon procurement for construction projects
Osei-Kyei R.
This paper critically reviews the drivers and barriers for adopting net zero carbon procurement in construction projects. It synthesizes factors such as policy support, supply chain collaboration, and cost implications, offering practical i…
Peer-reviewedCNJournalCommunications Earth and Environment2023#Supply ChainDOI
Half of the greenhouse gas emissions from China’s food system occur during food production
Liu G.
This study finds that half of the greenhouse gas emissions from China's food system occur during the food production stage, highlighting the need for mitigation measures in the agricultural sector.
Peer-reviewed🌍 GlobalJournalAl-Qadisiyah Journal for Engineering Sciences2026#Supply ChainDOI
Life cycle assessment of citronella Oil supply Chain: A comparative two production process methods
Trisna Trisna, M. Zakaria, M. Saptari
This study compares two citronella oil distillation methods (one boiler per kettle vs. one boiler for three kettles) using life cycle assessment in Aceh, Indonesia. The three-kettle system shows lower environmental impacts across greenhouse…
Peer-reviewed🌍 GlobalJournalInternational Journal of Lean Six Sigma2026#Supply ChainDOI
Mapping the intellectual landscape of lean supply chain management (LSCM): a bibliometric and network analysis (2000–2024)
H. Akram
This study conducts a bibliometric and network analysis of 684 publications on Lean Supply Chain Management (LSCM) from 2000 to 2024. It identifies five major thematic clusters: Lean Implementation, Sustainable and Green Lean Supply Chains,…
Peer-reviewedJournalWaste and Biomass Valorization2026#Supply ChainDOI
Sustainable Symbiotic Agri-Food Supply Chains: Integration of Insects’ Rearing and Microalgae Cultivation
S. D. Giakoumatos, G. Tsoulfas
This paper proposes a sustainable agri-food supply chain integrating insect rearing and microalgae cultivation. The symbiotic system aims to improve resource efficiency and reduce environmental impact. While specific quantitative results ar…
Peer-reviewed🇺🇸 USAJournalIEEE transactions on engineering management2026#Supply ChainDOI
Can Firms’ Anti-Slavery and Human Rights Commitments in Supply Chains Enhance Financial Performance?
O. Tosun, M. Lotfi, Reza Zanjirani Farahani
Using panel data from 354 US-listed firms (2002-2020), this study investigates how anti-slavery and human rights commitments affect financial performance. Stronger commitments are associated with a 5.8% increase in annual stock returns, esp…
Peer-reviewed🌍 GlobalJournalSustainability2026#Supply ChainDOI
Leveraging AI to Build Agile and Resilient Healthcare Supply Chains for Sustainable Performance: A Systematic Scoping Review and Future Directions
Senthilkumar Thiyagarajan, E. Cudney, Pranay Chimmani +2
This systematic review analyzes how AI enhances agility, resilience, and sustainable performance in healthcare supply chains (HSCs). Three thematic clusters emerge: sustainability-oriented design, disruption/resilience management, and digit…
Peer-reviewed🌍 GlobalJournalSustainable Development Insights2026#Supply ChainDOI
Sustainable Logistics: A Bibliometric Mapping of Green Practices, Challenges, and Innovations
L. Judijanto
This study uses bibliometric analysis on Scopus data to map the intellectual structure and thematic evolution of sustainable logistics research. It reveals that green supply chain management and environmental impact mitigation are central, …
Peer-reviewedJournalJournal 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-reviewedJournalIngeniería 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…
Peer-reviewed🌍 GlobalJournalLogistics 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…
Peer-reviewed🇺🇸 USAJournalForests2026#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 …
Peer-reviewedCNJournalEnvironmental 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…
Peer-reviewed🌍 GlobalJournalSustainability2026#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…