GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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-reviewedJournalIET Collaborative Intelligent Manufacturing2026#AI × ESGDOI
CrossChain‐VaxTrace: A Sustainable and Interoperable Blockchain Architecture Integrating Federated Graph Neural Networks and Edge Artificial Intelligence for Green Vaccine Supply Chain Optimisation
Ritwick Boyra, Rajesh Bose, A. Khan +5
This paper proposes CrossChain-VaxTrace, an integrated architecture combining cross-chain blockchain, federated graph neural networks, and edge AI to address vaccine supply chain challenges. It achieves 67% energy savings via PoA consensus …
Peer-reviewedCNJournalFire2026#Carbon AccountingDOI
Investigation on Characteristics of Typical Pollutants Generated from Coal Fires: A Case Study of Sulabulak, Xinjiang, China
Xinrong Du, Zhicheng Yang, Qiang Zeng
This study integrates laboratory simulation, remote sensing, and field monitoring to characterize pollutant emissions from the Sulabulak underground coal fire in Xinjiang, China. It identifies combustion stages, heavy metal partitioning, an…
Peer-reviewedJournalJournal of Business Insight and Innovation2026#Climate FinanceDOI
Green Finance, Climate Risk, and Sustainable Development Goals: Evidence from Pakistan
Ghazanfar Ali Zardari, Abdul Samad Shaikh
This study examines how green finance affects SDG achievement in Pakistan, focusing on the mediating role of climate risk mitigation. Using PLS-SEM on survey data from 350 banking and government employees, it finds green finance directly an…
Peer-reviewed🌍 GlobalJournalJournal of Contemporary Issues in Open Distance and E-Learning2026#circular_economyDOI
Sustainable Finance for a Zero-Waste Circular Economy in Nairobi County: A Framework for Plastic Solid Waste Quantification, Climate Change Mitigation, and Inclusive Livelihood Transformation
Moses Kanyambindwa, Beatrice Nakholi, Brenda Reson +2
This study develops a Sustainable Finance for Zero-Waste Circular Economy (SF-ZWCE) framework, using Nairobi County as a case. It finds that waste prevention, reuse, and recycling offer greater GHG reduction and employment benefits than was…
Peer-reviewedJournalInvestment Management & Financial Innovations2026#Climate FinanceDOI
From ESG principles to financial system coordination: A bibliometric analysis of sustainable finance research
O. Pakhnenko, O. Kryklii, Liudmyla Pavlenko +2
This study analyzes 11,629 Scopus-indexed articles (2000-2025) using bibliometric and qualitative methods to map the conceptual structure and evolution of sustainable finance research. It finds strong thematic integration between green fina…
Peer-reviewedJournalJournal of Energy and Mechanical Engineering2026#Energy TransitionDOI
BIOCHAR MULTIFUNGSI DALAM EKONOMI SIRKULAR: REKAYASA PROSES, HUBUNGAN STRUKTUR–FUNGSI, DAN JALUR IMPLEMENTASI UNTUK ENERGI, LINGKUNGAN, PERTANIAN, SERTA MATERIAL MAJU
Syamsu Akuba, Romi Djafar
This review integrates biochar research across sectors using a feedstock-process-structure-function-impact framework. It synthesizes recent studies to show how production conditions affect biochar properties and performance, noting that unm…
Peer-reviewedJournalMaterials2026#CCUSDOI
Catalytic Hydrogenation of CO2 to Alternative Fuels: A Review of Methanation and Related Pathways
Kornelia Nejranowska, Agnieszka Szymaszek-Wawryca, M. Motak
This review systematically organizes the thermodynamic constraints and catalyst design advances in CO2 hydrogenation to alternative fuels, including methanation, methanol synthesis, and reverse water-gas shift. It details the cost advantage…
Peer-reviewedJournalThe Economic Discourse2026#Renewable EnergyDOI
FINANCIAL SUPPORT FOR THE DEVELOPMENT OF RENEWABLE ENERGY: GLOBAL INVESTMENT TRENDS AND INTERNATIONAL EXPERIENCE
Olha Shmyhel
This paper systematizes international financing mechanisms for renewable energy, including green bonds and blended finance, and analyzes global clean energy investment trends. It proposes an integrated evaluation model combining traditional…
Peer-reviewedJournalEnergy Advances2026#HydrogenDOI
Reverse Current Phenomena in Alkaline Water Electrolyzers: Mechanism, Impact, and Mitigation Strategies for Renewable Integrated Hydrogen Systems
K. Kamlesh, R. Singhal, Santhi Priya Dasari +2
This paper systematically reviews reverse current phenomena in alkaline water electrolyzers (AWEs) during start-stop cycles, explaining mechanisms, degradation impacts, and mitigation strategies. It addresses challenges in renewable-integra…
Peer-reviewedJournalEngineer2026#AI × ESGDOI
Intelligent On-Demand Green Hydrogen Production for Synthetic Fuels via PSO- and GA-Optimized Inverse Neural Controllers
Marisol Coba-Martínez, Jarniel García-Morales, G. Guerrero-Ramírez +4
Proposes an intelligent control strategy for alkaline water electrolysis to produce green hydrogen on-demand, matching the stoichiometric requirements of methanol synthesis. ANN models with classical and conformable activation functions are…
Peer-reviewed🌍 GlobalJournalSustainability2026#ESGDOI
Disclosure of Sustainability-Related Information and Risk-Adjusted Financial Performance of Agri-Food Cooperatives
Cenaide Francieli Justen, R. Decourt, C. Macagnan +1
This study analyzes sustainability disclosure levels of agri-food cooperatives across four pillars (cultural, environmental, social, economic) and their association with risk-adjusted financial performance (ROA, ROE). Using fixed-effects mo…
Peer-reviewed🌍 GlobalJournalCorporate Social Responsibility and Environmental Management2026#Disclosure InfrastructureDOI
Global Reach of the
EU
's
CSRD
: How Sustainability Disclosure Mandates Affect Non‐
EU
Firms
Lemuel Kenneth David, Jianling Wang, Meiling Luo +1
This study examines the extraterritorial impact of the EU's CSRD on non-EU firms using a quasi-experimental design. Firms with higher EU revenue exposure experience lower cost of equity, improved liquidity, and expanded analyst coverage fol…
🇪🇺 EuropeEnergy Efficiency2026#Energy TransitionDOI
Electricity price convergence and dynamics in Europe: market integration, decarbonisation, electricity mix, and external shocks
Kornelia Kłopecka-Miętka, Sławomir Śmiech, M. Papież +1
This paper empirically analyzes the impact of European electricity market integration and decarbonization on price convergence. It examines how changes in the electricity mix and external shocks affect price dynamics, showing that market in…
Peer-reviewedJournalCorporate Social Responsibility and Environmental Management2026#AI × ESGDOI
From Governance Signalling to Supplier Implementation: Supplier Sustainability Governance Among Singapore Exchange‐Listed Firms
Nicolas van der Nest
AI-assisted analysis of 30 Singapore Exchange-listed firms' reports reveals a gap between disclosure and implementation in supplier sustainability governance. While Scope 3 disclosure is universal, enforceable supplier controls remain limit…
Peer-reviewedJournalShanlax International Journal of Management2026#ESGDOI
Corporate Governance, Ethics, Accountability, and ESG Impact Measurement: An Analytical Study of Bharat Electronics Limited (BEL)
U. Chaudhary
This study evaluates governance at Bharat Electronics Limited (BEL), an Indian defense PSU, against OECD, GRI, TCFD, and IIRC frameworks. It finds strengths like ISO-certified vigilance, early integrated reporting, and a CARE ESG score of 7…
Peer-reviewedJournalJurnal Riset Akuntansi, Perpajakan dan Auditing2026#Disclosure InfrastructureDOI
Pengungkapan terkait Iklim: Teori dan Masa Depan
Maharani Dhian Kusumawati
This study systematically reviews climate-related disclosure research based on IFRS S1 and S2, analyzing 52 documents using bibliometric methods. It identifies six key theories including firm, contingency, and institutional theory, and reve…
Peer-reviewed🇨🇳 ChinaJournalJournal of Energy Storage2026#Energy TransitionDOI
Life cycle assessment of environmental and resource impacts of lithium-ion batteries under renewable energy transition
Quanwei Chen, Fang Zhao, Xin Lai +9
This study conducts a life cycle assessment of lithium-ion batteries (LiBs) under the renewable energy transition, quantifying environmental and resource impacts from raw material extraction to end-of-life. It highlights trade-offs in the b…
Peer-reviewed🇨🇳 ChinaJournalCarbon Research2026#Climate ScienceDOI
Impacts of climate change-induced extreme weather events on carbon dynamics in soil
Nanthi Bolan, Aimé J. Messiga, Shailja Sharma +9
This study provides a bibliometric analysis of how extreme weather events (floods, droughts, wildfires) affect soil organic carbon dynamics. It synthesizes mechanisms such as altered root biomass, dissolved carbon leaching, and microbial ac…
Peer-reviewed🇨🇳 ChinaJournalSustainable Cities and Society2026#Carbon AccountingDOI
Mapping neighborhood-scale urban carbon emissions for targeted mitigation: A batch accounting framework integrating multi-source data
Yongheng Zhao, Geoffrey Qiping Shen, Shenghua Zhou +3
This paper proposes a batch accounting framework integrating multi-source data to map urban carbon emissions at the neighborhood scale. It enables identification of detailed emission hotspots, supporting effective mitigation strategies. The…
Peer-reviewed🇨🇳 ChinaJournalEnergy & Environment2026#Energy TransitionDOI
ICT diffusion and cleaner energy transition as catalysts for environmental sustainability in Sub-Saharan Africa
Agyemang Kwasi Sampene, Wang Qinxue, Mei Dong
This study examines the impact of education, ICT diffusion, cleaner energy transition, and political stability on environmental sustainability in 43 Sub-Saharan African countries using panel data from 2000 to 2023. Findings show that educat…