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🇨🇳 China2017#Renewable Energy
213022
Zhu Tian-yu Jin Yue Shu Yue Cai Yi-fan
This paper develops a heat transfer model for rarefied gas in the vacuum annulus of a parabolic trough receiver tube, based on four heat transfer mechanisms under varying vacuum pressures, and validates the model. Heat loss and glass outer …
Preprint🇨🇳 China2017#Hydrogen
Research Progress on the Effects of Seed Sludge Pretreatment and Fermentation Temperature on Dark Fermentative Hydrogen Production
Research Progress on the Effects of Seed Sludge Pretreatment and Fermentation Temperature on Dark Fermentative Hydrogen Production\*
Yang Xia, Li Ruying
This review examines how seed sludge pretreatment and fermentation temperature affect dark fermentative hydrogen production from organic waste, a dual-benefit technology for waste treatment and clean energy. It summarizes recent progress an…
Peer-reviewed🇪🇺 EuropeJournalFood Science and Technology2022#AI × ESGDOI
Reporting food service emissions
(著者不明)
This article presents Nutritics' AI-based technology that automatically matches food items to lifecycle inventory carbon and water data, enabling food service companies to measure and report Scope 3 emissions. It highlights the current lack…
🌍 GlobalJournalFigshare2026#Scope 3DOI
Accounting for and Reporting on Supply Chain Emissions: Global and Australian Perspectives
Xintao LI
This dissertation comprises three studies on supply chain emissions (Scope 1, 2, 3) reporting and management. Using CDP data, it shows that supplier engagement and climate governance improve Scope 3 disclosure quality. Survey data from 224 …
Preprint🌍 GlobalSSRN Electronic Journal2025#Supply ChainDOI
Achieving Net-Zero Supply Chains: Strategies, Technologies, and Financial Innovations for Corporate Decarbonization
Lee Shee Weng
A systematic overview of strategies, technologies, and financial innovations for achieving net-zero corporate supply chains. It covers Scope 3 reduction methods, renewable energy procurement, and transition finance, offering practical appro…
Peer-reviewedJournalInternational Journal of Multidisciplinary Research and Growth Evaluation2022#Scope 3DOI
Supply-chain decarbonization: A crucial requirement to achieve Net-Zero
Zaid Thanawala
This paper focuses on Scope 3 emissions as a critical element for achieving net zero, reviewing supply-chain decarbonization strategies such as material efficiency, renewable energy transition, and circularity. It highlights challenges in m…
JournalUPCommons institutional repository (Universitat Politècnica de Catalunya)2024#Scope 3
Improving accuracy and visibility in the supply chain to reduce scope 3 carbon emissions in food sector companies
Deó de Urquía, Inés
Scope 3 accounts for over 80% of food sector emissions but faces data accuracy, transparency and verification challenges. Using Fuzzy-TISM and Fuzzy MICMAC, the authors model nine obstacles and identify complex supply chains and emission so…
🇪🇺 EuropeJournal2026#Scope 3DOI
Decarbonising Industrial Supply Chains: A Strategic Framework for Managing Scope 3 Emissions in Procurement
Sebastian Steinmeier, Chantal Rietdorf, Michael Rentschler +2
A large share of industrial emissions arises from Scope 3 sources in supply chains. This paper develops a strategic framework that embeds decarbonization into procurement, validated through ten expert interviews with German OEMs and supplie…
Preprint🇨🇳 China2022#Hydrogen
Study on the Thermodynamic Stability and Bonding Mechanism of (Fe+Co) Co-doped MgH2 Hydrogen Storage Materials
Study on the Thermodynamic Stability and Bonding Mechanism of \((\mathrm{Fe}+\mathrm{Co})\) Co-doped \(\mathrm{MgH}_2\) Hydrogen Storage Materials
HUANG Qiang, HUANG Pengru, XU Fen, SUN Lixian
Using first-principles calculations, this study investigates the thermodynamic stability and bonding mechanism of Fe+Co co-doped MgH2 hydrogen storage materials. The co-doping alters lattice volumes and stability, potentially improving hydr…
Preprint🇨🇳 China2022#Hydrogen
Study on the Dehydrogenation Properties of NiTiO₃-Doped LiAlH₄
CEN Wenlong, WEI Sheng, CHENG Riguang, XU Fen, SUN Lixian
This study addresses the high dehydrogenation temperature and sluggish kinetics of LiAlH4 hydrogen storage material by proposing NiTiO3 doping via mechanical ball milling. Temperature-programmed and isothermal dehydrogenation experiments re…
Peer-reviewed🇺🇸 USAJournalEuropean Heart Journal2024#sustainable_healthcareDOI
Green cardiovascular care: a call for sustainable transformation of cardiovascular practices
Sadeer Al‐Kindi, Robert D. Brook, Sanjay Rajagopalan
Cardiovascular care carries substantial environmental impact via energy use, disposable devices, and pharmaceuticals. This paper maps emissions under Scope 1/2/3 and calls for system-level transformation toward sustainable practice, includi…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2023#AI × ESGDOI
Optimizing Scope 3 Carbon Emission Reduction Strategies in Tier-2 Supplier Networks Using Lifecycle Assessment and Multi-Objective Genetic Algorithms
Bamidele Samuel Adelusi, Abel Chukwuemeke Uzoka, Yewande Goodness Hassan +1
Scope 3 emissions are hardest to manage across Tier-2 supplier networks. This study combines LCA with multi-objective genetic algorithms to find Pareto-efficient strategies balancing carbon reduction, compliance cost, and operational contin…
🇪🇺 EuropeJournalUppsala University Publications (Uppsala University)2026#Scope 3
Assessing the Usability of Supplier-Specific Product Carbon Footprint Data for Scope 3 Reporting
Ellen Rejler Arvidson
This thesis evaluates the usability of supplier-specific product carbon footprint (PCF) data for Scope 3 reporting using PACT's usability model. A qualitative case study of a large Swedish company and two suppliers finds data mostly meets P…
Peer-reviewed🇺🇸 USAJournalResearch journal in business and economics.2023#Scope 3DOI
Scope 3 Emissions Measurement in Global Supply Chains: A Comparative Analysis of GHG Protocol and ISO 14064 Standards
Terryann Kirui, Fancy Cheptonui, Graca Opetsi +2
This study compares Scope 3 emissions measurement frameworks in global supply chains, focusing on the GHG Protocol and ISO 14064. Analyzing 156 manufacturing and retail organizations, it finds the GHG Protocol offers flexibility and categor…
🇺🇸 USAJournalDeep Blue (University of Michigan)2021#Scope 3DOI
Scope 3 Emissions Inventory and Supplier Engagement for Steelcase, Inc.
Prachiti Dhamankar, Julia Kehoe, Elliott Schwab
A practical case study where Steelcase, an office furniture manufacturer, developed a Scope 3 emissions inventory and supplier engagement strategy for setting science-based targets. Focused on purchased goods, transportation, and waste, com…
Peer-reviewed🇺🇸 USAJournalInternational Journal of Production Economics2021#ESGDOI
An assessment of factors contributing to firms’ carbon footprint reduction efforts
Santosh Mahapatra, Tobias Schoenherr, Jayanth Jayaram
This study assesses factors that contribute to firms' carbon footprint reduction efforts, examining how managerial, regulatory, and economic determinants shape corporate decarbonization actions. Provides empirical evidence for designing eff…
Peer-reviewedJournalBusiness Strategy and the Environment2024#Scope 3DOI
Role of supplier engagement to reduce Scope 3 emissions in circular supply chains
Atif Saleem Butt, Mohammad Alghababsheh, Rahul Sindhwani +1
This multiple-case study of four buying and four supplying firms identifies six supplier-engagement strategies that help reduce Scope 3 emissions, including communication, trust-building, data use, feedback loops, and incentives. It offers …
🇪🇺 EuropeDatasetZenodo (CERN European Organization for Nuclear Research)2023#Disclosure InfrastructureDOI
[Supplementary Information] Can LCA be FAIR? – Assessing the status quo and opportunities for FAIR data sharing
Agneta Ghose
This supplementary material assesses the current state of LCA data sharing against the FAIR principles (Findability, Accessibility, Interoperability, and Reusability). It reviews how life cycle inventories are shared in 25 peer-reviewed LCA…
Peer-reviewed🇪🇺 EuropeJournalThe International Journal of Life Cycle Assessment2024#Disclosure InfrastructureDOI
Can LCA be FAIR? Assessing the status quo and opportunities for FAIR data sharing
Agneta Ghose
This study assesses the status quo of LCA data sharing against the FAIR principles. It finds that FAIR implementation is rare in practice and that LCA-specific guidance is missing, while generic repositories are the main enabler. A workflow…
Peer-reviewedJournalThe Medical Journal of Australia2021#PolicyDOI
A New Year, the top research articles, and a call to deliver a “net zero” Australian health care system by 2040
Nicholas J. Talley
The Medical Journal of Australia's editorial calls for a net-zero Australian healthcare system by 2040, inspired by the UK NHS. It highlights the need to decarbonize hospitals, transport, and supply chains, while also reviewing top papers f…