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-reviewedJournalTransformative Energy2026#HydrogenDOI
Evaluation of underground hydrogen storage technologies for decarbonization in the oil and gas industry: An industrial recommender system based on linear Diophantine fuzzy set
Abdolvahhab Fetanat, Mohsen Tayebi
This study proposes an industrial recommender system to evaluate and select underground hydrogen storage technologies for decarbonizing the oil and gas sector. It applies linear Diophantine fuzzy sets to enable multi-criteria decision-makin…
Peer-reviewed🇪🇺 EuropeJournalStreet Art & Urban Creativity2026#Energy TransitionDOI
Machine Learning for Urban Heating Vector Estimation to Support City Decarbonization
Elena Usobiaga Ferrer
XGBoost classifiers predicted residential heating energy vectors in Spain using open cadastral, census, and EPC data. Spatially aware models reached 73.6% accuracy, with neighbour energy probabilities providing the largest gain. Transfer to…
Peer-reviewed🌍 GlobalJournalProceedings of the Institution of Civil Engineers - Engineering Sustainability2026#Energy TransitionDOI
Wind energy in Australia: challenges and opportunities on the path to decarbonisation
Yota Pacifico Oue, Meltem Ucal, George Xydis
Australia faces a paradox: fossil-fuel export dependence versus climate commitments. This paper argues its wind resources, comparable to the North Sea, can accelerate renewable integration, with solar and wind LCOE (including transmission) …
Peer-reviewed🇪🇺 EuropeJournalJournal of Energy and Natural Resources Law2025#HydrogenDOI
Importing US-produced hydrogen and its derivatives into the EU–examples of unnecessary complications, barriers and distinctions
Talus K.
This work examines the regulatory complications, barriers, and distinctions that arise when importing US-produced hydrogen and its derivatives into the EU. It likely highlights how mismatches between EU renewable-hydrogen definitions and ce…
Peer-reviewedJournalIEEE Access2024#Energy TransitionDOI
Expected Benefits of Coordinated Energy Storage Operation in Stochastic Unit Commitment with Enhanced Deliverability of Reserves
Park H.
This work examines coordinated energy storage operation within stochastic unit commitment, aiming to enhance reserve deliverability in power systems with high renewable penetration. It evaluates the expected benefits storage brings to syste…
Peer-reviewedJournalInternational Journal of Greenhouse Gas Control2026#CCUSDOI
Experimental technique to test the phase behavior of CO2 streams with trace water concentrations and its potential impact on CO2 specifications for CCUS design and operations
Piseri C.
This paper presents an experimental technique to characterize the phase behavior of CO2 streams containing trace water concentrations. It discusses how such behavior may affect CO2 specifications for CCUS design and operations. The work off…
Peer-reviewedConferenceProceedings of the Annual Offshore Technology Conference2025#CCUSDOI
Driving Cost Reduction in CCUS Projects: Innovating Qualification Technologies to Replace Expensive CRA with Cost-Efficient Glass Fiber Polymer Composites
Zhao L.
This work proposes qualification technologies to replace expensive corrosion-resistant alloys (CRA) with glass fiber polymer composites in CCUS facilities. The aim is to cut material costs and improve the economics of carbon capture, utiliz…
Peer-reviewed🇪🇺 EuropeJournalEnergies2024#HydrogenDOI
Green Hydrogen Production at the Gigawatt Scale in Portugal: A Technical and Economic Evaluation
Borges R.P.
This paper evaluates gigawatt-scale green hydrogen production in Portugal from technical and economic perspectives. It likely analyzes electrolyzer cost structures and renewable procurement conditions to assess hydrogen-economy feasibility.…
Peer-reviewedJournalEnergy Science and Engineering2025#CCUSDOI
Minimizing Carbon Capture Costs in Power Plants: A Novel Dimensional Analysis Framework for Techno-Economic Evaluation of Oxyfuel Combustion, Pre-combustion, and Post-combustion Capture Systems
Obi D.
This work proposes a novel dimensional-analysis framework for techno-economic evaluation of oxyfuel, pre-combustion, and post-combustion carbon capture in power plants. It aims to compare cost structures across capture routes and identify c…
Peer-reviewedJournalSustainability Switzerland2025#CCUSDOI
Sustainable Industrial Energy Supply Systems with Integrated Renewable Energy, CCUS, and Energy Storage: A Comprehensive Evaluation
Yang L.
A comprehensive evaluation of industrial energy supply systems integrating renewable energy, CCUS, and energy storage. It examines the feasibility and trade-offs of combining these technologies to balance decarbonization with reliable suppl…
Peer-reviewedJournalEnergy Economics2025#Renewable EnergyDOI
Efficiency assessment of simulated corporate power purchase agreement structures with distinct features via data envelopment analysis
Simões F.
This study applies data envelopment analysis (DEA) to assess the efficiency of simulated corporate power purchase agreement (PPA) structures with distinct features. It quantitatively compares relative efficiency across contract designs, off…
Peer-reviewed🇺🇸 USAJournalEnvironmental Science and Policy2025#CCUSDOI
Tracing sources of funds used to lobby the US government about carbon capture, use, and storage
Gulden L.E.
This paper traces the sources of funds used to lobby the US government on carbon capture, use, and storage (CCUS). It examines who finances advocacy around carbon management policy, linking industry interests to policy formation. No abstrac…
Peer-reviewedJournalSustainability Switzerland2022#Climate FinanceDOI
Does Green Finance Contribute to Corporate Technological Innovation? The Moderating Role of Corporate Social Responsibility
Li X.
An empirical study examining whether green finance drives corporate technological innovation, with CSR as a moderating factor. It suggests green funding channels may spur innovation investment, and that CSR activity can strengthen this effe…
Peer-reviewedCNJournalEnvironmental Science and Pollution Research2024#Climate FinanceDOI
Can green finance reduce carbon emission? A theoretical analysis and empirical evidence from China
Jiang P.
Examines whether green finance actually reduces carbon emissions, combining a theoretical model with empirical evidence from China. Suggests a channel from green capital allocation to emission reduction, with policy implications. No abstrac…
Peer-reviewedCNJournalPolish Journal of Environmental Studies2025#Climate FinanceDOI
Green Finance: An Emerging Driving Force for Low-Carbon Transformation of China’s Energy Structure
Ma Q.
This paper examines whether green finance acts as a driving force for the low-carbon transformation of China's energy structure. It analyzes how green credit, green bonds and related capital flows affect renewable energy investment and carb…
Peer-reviewedConferenceProceedings of the 2025 3rd International Conference on Advances in Computation Communication and Information Technology Icaiccit 20252025#AI × ESGDOI
AI-Enhanced Web Crawler for Real-Time Discovery of Emerging Trends in Sustainable Finance
David S.
Proposes an AI-enhanced web crawler to detect emerging trends in sustainable finance in real time. It automates collection and analysis of ESG and climate-related information, potentially advancing disclosure infrastructure. No abstract is …
Peer-reviewedJournalDiscover Sustainability2026#AI × ESGDOI
Artificial intelligence framework for assessing environmental credibility of green bonds using ClimateBondNet
Biswal S.
This paper proposes an AI framework, ClimateBondNet, for assessing the environmental credibility of green bonds. It offers a machine-based means of verifying issuers' environmental claims amid greenwashing concerns. Sitting at the AI x ESG …
Peer-reviewed🌍 GlobalJournalSustainable Development2026#Climate FinanceDOI
A Step Towards SDGs 6, 13 and 15? Revisiting the Environmental Effectiveness of Green Finance Under Market Sophistication in OECD Countries
Taveng E.
An empirical study revisiting whether green finance actually improves environmental outcomes (SDGs 6, 13, 15) across OECD countries, conditioning the effect on financial market sophistication. It asks whether more developed markets channel …
Peer-reviewed🇪🇺 EuropeJournalJournal of World Energy Law and Business2025#CCUSDOI
Carbon dioxide utilization and storage through mineralization under European Union law: a legal analysis of the EU CCS Directive and the EU Emissions Trading System
Maddahi R.
This paper legally analyzes CO2 utilization and storage through mineralization under the EU CCS Directive and the EU Emissions Trading System. It examines how mineralized CO2 is classified—storage versus utilization—and how it is treated un…
Peer-reviewedCNJournalSustainability Switzerland2022#Carbon PricingDOI
Research on the Effects and Mechanism of Carbon Emission Trading on the Development of Green Economy in China
Wang L.
A study examining how China's carbon emission trading scheme affects green economy development and through what mechanisms. It empirically tests the pathways by which emissions trading improves green-economy outcomes. No abstract is availab…
