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 · JournalOperational Research2026#Supply ChainDOI
Full participation of closed-loop supply chain considering secondary market with portfolio government environmental regulation
Jia‐yi Sun, Xiaojie Zhang, Fengmin Yao
This paper analyzes the impact of a portfolio of government environmental regulations on full participation of firms in a closed-loop supply chain with a secondary market. Using a theoretical model, it examines how the combination of policy…
📚 Peer-reviewed · JournalProcess Integration and Optimization for Sustainability2026#Supply ChainDOI
A Multi-Item Partial Backordering and Lost Sales Economic Order Quantity Model with Cross-Selling Correlated Demand Considering Budget and Greenhouse Gas Emission Constraints
Soheili A.
This study proposes a multi-item economic order quantity model that incorporates cross-selling correlated demand, partial backordering, and lost sales under budget and greenhouse gas emission constraints. It aims to optimize inventory decis…
📚 Peer-reviewed · JournalAdvances in Economics, Management and Political Sciences2026#Supply ChainDOI
The Relationship Between Supply Chain Sustainability and Corporate Performance
Jingran Qin
This paper reviews the relationship between supply chain sustainability and corporate performance, analyzing both short-term cost burdens and long-term benefits such as capital market returns and eased financing constraints. It finds that w…
🌍 Global📚 Peer-reviewed · JournalJournal of Science of the University of Kelaniya2026#Supply ChainDOI
Supply Chain Performance in The Manufacturing Sector: A Systematic Review
W. Weerapana, C. Kavirathna
This systematic review synthesizes 35 empirical studies on supply chain performance (SCP) in manufacturing from 2015-2025 using PRISMA. Findings show SCP research concentrates in Asia-Pacific, with environmental sustainability and digital i…
🌍 Global📚 Peer-reviewed · JournalWorld Journal of Advanced Research and Reviews2026#Supply ChainDOI
Predictive analytics for climate-resilient timber supply chains: Integrating anomaly detection with carbon sequestration and risk scoring
Emmanuel Hagan, Laurence Akakpo, Tadiwa Lennon Kasuwa +5
This paper proposes integrating predictive analytics, anomaly detection, and carbon risk scoring to enhance resilience and sustainability of timber supply chains under climate change. Using 1992-2020 global forest and carbon data, a Random …
🌍 Global📚 Peer-reviewed · JournalDiscover Sustainability2026#Supply ChainDOI
Leveraging Industry 5.0 technologies to achieve net zero and nature positive sustainable supply chains
Benbrahim F.Z.
This paper explores how Industry 5.0 technologies (AI, IoT, robotics) can be leveraged to achieve net zero and nature positive outcomes across supply chains. It discusses potential applications in sustainable sourcing, production, and logis…
📚 Peer-reviewed · JournalInternational Journal of Drug Delivery Technology2026#Supply ChainDOI
Circular Economy Profitability in Pharmaceutical Drug Delivery Systems: A Sustainability Framework Integrating Green Leadership and Environmental Accounting
Avinash Chopra, Sunny Gupta, Saumya Vatsyayan +1
This conceptual study proposes a sustainability framework integrating circular economy principles, green leadership, and environmental accounting for pharmaceutical drug delivery systems. Based on secondary data, it finds that circular econ…
📚 Peer-reviewed · JournalJURNAL MANAJEMEN INDUSTRI DAN LOGISTIK2026#Supply ChainDOI
Integrating Material Circularity and Green Logistics Indicators in Supply Chain Performance Measurement Using the Green SCOR Model
Alina Cynthia Dewi, Maria Fiore Winni Kristianes, Mohammad Rachman Waluyo +1
This study develops a supply chain performance measurement system integrating environmental dimensions for the textile (non-woven) industry. It identifies 22 validated indicators including recycled material usage, and uses AHP and Objective…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Operations Research2026#Supply ChainDOI
Sustainable inventory management in the face of environmental challenges: a comprehensive model integrating price, carbon emission-dependent demand, partial backlogging, and trade credit policies
Manoj Kumar Sharma, Neha Rani, Anshika Rajpal +3
This paper proposes a sustainable inventory management model that considers demand dependent on price and carbon emissions. It integrates partial backordering and trade credit policies to address environmental challenges.
📚 Peer-reviewed · Conference38th International Conference on Efficiency Cost Optimization Simulation and Environmental Impact of Energy Systems ECOS 20252025#Supply Chain
STUDY OF PACKAGING REUSE AND RECYCLING AS A SOLUTION FOR REDUCING GREENHOUSE GAS EMISSIONS IN THE FOOD COLD CHAIN
Leducq D.
This study examines how reuse and recycling of packaging in the food cold chain can reduce greenhouse gas emissions. It evaluates the emission reduction potential across the packaging lifecycle, using specific methods and case studies. The …
🌍 GlobalJournalUnited Nations eBooks2026#Supply ChainDOI
Conclusions and final considerations
United Nations Conference on Trade and Development
The global demand for critical energy transition minerals (CETM) offers supplier countries opportunities for economic growth and sustainable development. A gender-responsive approach is essential to ensure the CETM boom contributes to both …
PreprintResearch Square2026#Supply ChainDOI
Adaptive Neutrosophic Goal Programming for SoH-Aware Tri-Objective Closed-Loop Supply Chain Optimisation under Battery Degradation Uncertainty
Gnanaraj V, Vellaikannan B
This study develops a multi-period tri-objective closed-loop supply chain model incorporating battery State-of-Health (SoH). Uncertain cost and emission parameters are modeled as adaptive neutrosophic numbers. Results show that as SoH decli…
JournalHeliyon2023#Supply ChainDOI
Net zero supply chain performance and industry 4.0 technologies: Past review and present introspective analysis for future research directions
El jaouhari A.
This paper reviews the role of Industry 4.0 technologies in achieving net-zero supply chains and proposes future research directions. It focuses on integrating advanced digital technologies to reduce Scope 3 emissions, providing a pathway f…
🌍 GlobalPreprintZenodo2026#Supply ChainDOI
Regulatory Clarity Is Not Audit-Grade Evidence: A Technical Report on Supplier Evidence Architecture, Circular Value Chains and EU-Brazil Buyer-Readiness
Villanova, Marcio
This technical report examines the gap between regulatory clarity and audit-grade evidence in EU-Brazil supply chains. It proposes a supplier evidence architecture for circular value chains, emphasizing documentation for reverse logistics, …
🇪🇺 EuropePreprintZenodo2026#Supply ChainDOI
Harmonized datasets for secondary RM sources for the twin transition - Deliverable 3.1- RAWCLIC
Anspach, Rebeka, Roesslein, Matthias, Boga, Bíborka +3
This deliverable of the EU-funded RAWCLIC project provides harmonized composition datasets for energy technologies (traction motors, heat pumps, batteries, wind turbines, photovoltaics, electrolyzers, fuel cells) and digital technologies (r…
🌍 Global📚 Peer-reviewed · JournalSustainability Switzerland2024#Supply ChainDOI
Greenhouse Gas Emissions from Cold Chains in Agrifood Systems
Flammini A.
This paper comprehensively assesses greenhouse gas emissions from cold chains in agrifood systems, highlighting energy consumption and refrigerant leaks as key emission sources. It provides estimates and suggests mitigation strategies, emph…
📚 Peer-reviewed · JournalНаукові інновації та передові технології2026#Supply ChainDOI
GREENING OF THE FASHION INDUSTRY: AN ECONOMIC TRADE-OFF BETWEEN EMISSIONS, COSTS, AND DELIVERY SPEED
Oleksii Palant, A. Sheptukha
This paper develops an economic model for the fashion industry supply chain, treating transportation as a tool to manage revenues, risks, and environmental impacts. It shows that carbon pricing creates threshold effects in optimal transport…
🌍 Global📚 Peer-reviewed · Journalnpj Sustainable Agriculture2026#Supply ChainDOI
Reducing post-harvest food losses as a pathway towards net-zero agriculture: socioeconomic and environmental insights from FABLE modeling
Theofanis Zacharatos, Ginevra Coletti, Konstantinos Dellis +1
This study uses the FABLE Calculator to model post-harvest loss (PHL) reduction scenarios, assessing their socioeconomic and environmental impacts. It finds that PHL reduction alone has limited benefits, but combining supply- and demand-sid…
📚 Peer-reviewed · JournalSustainability Analytics and Modeling2026#Supply ChainDOI
Risk-aware global supply network design under trade tariffs and stochastic carbon caps
Jens Christian, Florian Sahling
This paper proposes a method for designing global supply networks under trade tariffs and stochastic carbon caps. It uses risk-aware optimization to analyze cost and carbon emission trade-offs.
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Innovative Science and Research Technology (IJISRT)2026#Supply ChainDOI
War, Geopolitics and the Future of Green Energy Supply Chains: Challenges and Opportunities
Abu Sied, Kazi Tazul Islam, Mohammad Mahabubul Haque +1
This study analyzes how war, geopolitical conflicts, trade restrictions, and resource nationalism disrupt green energy supply chains, finding war as the strongest predictor of disruption. It recommends diversification, localization, recycli…