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-reviewed🇨🇳 ChinaJournalMaterials2026#HydrogenDOI
Research Progress on Low-Carbon Ironmaking Technologies for China’s Iron and Steel Industry Under the Carbon Peaking and Carbon Neutrality Goals
Wenwen Liu, R Y Zhang, Haokun Li +1
This review classifies low-carbon ironmaking technologies for China's steel industry into short-/medium-term (low-carbon blast furnace) and medium-/long-term (non-blast furnace) routes, comparing them on CO2 mitigation, energy/hydrogen dema…
🌍 GlobalJournalWashington, DC: World Bank eBooks2026#Transition FinanceDOI
Regional Study on Taxonomies and Transition Finance in Asia
World Bank
This study examines how 'transition' is defined and operationalized in Asian national and regional sustainable finance taxonomies, focusing on transition finance for hard-to-abate sectors. It highlights the need to direct private investment…
Peer-reviewed🇪🇺 EuropeJournalEnergy Sustainability and Society2026#Carbon PricingDOI
Decoupling dynamics: how pricing strategies influence growth and carbon emissions in Europe
Zhouding Liu, Sareer Ahmad, Sher Khan
This study examines the impact of carbon pricing and non-carbon pricing (renewable energy) policies on decoupling economic growth from carbon emissions in the EU. Decoupling analysis shows strong and weak decoupling effects in most years, w…
🌍 GlobalDatasetZenodo2026#CCUSDOI
Delivery performance dataset and replication code for 23 commercial-scale CCUS projects (1972–2022).
Perazich, Milan
This dataset provides a complete census of delivery performance for 23 commercial-scale CCUS projects commissioned between 1972 and 2022. It benchmarks each project against its own design target, revealing that the fleet delivers 20.34 Mt C…
Preprint🌍 GlobalZenodo2026#Carbon PricingDOI
Carbon Taxes vs. Cap-and-Trade as Responses to Greenhouse Gas Externalities A comparative secondary research paper on the EU Emissions Trading System and Sweden's carbon tax
Chaarvi Parasher
This paper compares carbon taxes and cap-and-trade as instruments to correct greenhouse gas externalities, using the EU ETS and Sweden's carbon tax as case studies. It finds that both can achieve significant emissions reductions when well-d…
Peer-reviewed🌍 GlobalConferenceWIT Transactions on Ecology and the Environment2026#Scope 3DOI
ASSESSING THE MATERIALITY OF VALUE-CHAIN EMISSIONS FOR ORGANIZATIONAL DECARBONIZATION STRATEGY DEVELOPMENT: A CASE STUDY OF THE AUTOMOTIVE INDUSTRY
UPENDRA ARJEEWANI WEERATHUNGA DON MERENCHIGE, SHOUXUN JI
This paper assesses the materiality of value-chain emissions (Scope 3) for decarbonization strategy in the automotive industry. Through a case study, it identifies emission hotspots across the supply chain and proposes a prioritization fram…
Peer-reviewedCNJournalInternational Journal of Environmental Research and Public Health2022#Transition FinanceDOI
Research on the Pathway of Green Financial System to Implement the Realization of China’s Carbon Neutrality Target
Wang G.
This paper explores the pathway for China's green financial system to achieve its carbon neutrality target by 2060. It examines how financial mechanisms like green credit, green bonds, and carbon markets can synergize to drive emission redu…
Peer-reviewedCNJournalInternational Journal of Environmental Research and Public Health2022#Carbon PricingDOI
Can China’s Carbon Emissions Trading System Achieve the Synergistic Effect of Carbon Reduction and Pollution Control?
Chen L.
This paper examines whether China's carbon emissions trading system (ETS) can simultaneously achieve carbon reduction and air pollution control. Empirical analysis suggests synergistic effects, reducing CO2 and pollutants like PM2.5. Differ…
Peer-reviewedCNJournalInternational Journal of Environmental Research and Public Health2023#Carbon PricingDOI
Identifying Emissions Reduction Opportunities in International Bilateral Emissions Trading Systems to Achieve China’s Energy Sector NDCs
Han J.
This paper examines how international bilateral emissions trading systems can identify and leverage emissions reduction opportunities to help China achieve its Nationally Determined Contributions (NDCs) in the energy sector. It analyzes mec…
Peer-reviewed🇪🇺 EuropeJournalCambridge Journal of Economics2014#Carbon PricingDOI
The European union's emissions trading system
Vlachou A.
The EU ETS is the world's largest emissions trading system, providing a carbon price signal. This paper outlines its mechanism and impact.
Peer-reviewedCNJournalInternational Journal of Environmental Research and Public Health2020#Carbon PricingDOI
Does emission trading boost carbon productivity? Evidence from China’s pilot emission trading scheme
Zhou D.
This paper empirically examines the impact of China's pilot emission trading scheme (ETS) on carbon productivity. The findings show that the adoption of ETS significantly improves carbon productivity, with variations depending on scheme des…
Peer-reviewed🇪🇺 EuropeJournalInternational Journal of Environmental Research and Public Health2019#Carbon PricingDOI
Factors and contingencies for the “it pays to be green hypothesis”. The european union’s emissions trading system (EU ETS) and financial crisis as contexts
Cañón-De-Francia J.
This paper tests the 'it pays to be green' hypothesis in the context of the EU Emissions Trading System (EU ETS) and the financial crisis. It examines how the relationship between environmental and financial performance is moderated by inst…
Peer-reviewedCNJournalInternational Journal of Environmental Research and Public Health2023#Carbon PricingDOI
Co-Benefits of China’s Carbon Emissions Trading Scheme: Impact Mechanism and Spillover Effect
Liu Z.
This paper analyzes the co-benefits of China's carbon emissions trading scheme (ETS), examining its impact mechanism and spillover effects to other regions. It empirically investigates the additional economic and environmental benefits beyo…
Peer-reviewedCNJournalInternational Journal of Environmental Research and Public Health2022#Carbon PricingDOI
Is Emissions Trading Scheme (ETS) an Effective Market-Incentivized Environmental Regulation Policy? Evidence from China’s Eight ETS Pilots
Chai S.
This paper empirically evaluates the effectiveness of China's eight Emissions Trading Scheme (ETS) pilots as market-incentivized environmental regulation. It assesses emission reduction outcomes and economic impacts, providing insights for …
Peer-reviewed🌍 GlobalJournalEmerging Markets Finance and Trade2026#Disclosure InfrastructureDOI
The Influence of Material ESG Disclosure on Analyst Forecast Quality
Huang J.
This paper empirically examines how material ESG disclosure affects analyst forecast accuracy. Higher disclosure quality is associated with reduced forecast errors, highlighting the financial relevance of ESG reporting.
Peer-reviewed🌍 GlobalJournalEnvironmental Research Letters2024#Energy TransitionDOI
The size and composition of residual emissions in integrated assessment scenarios at net-zero CO2
Lamb W.F.
This paper analyzes the size and composition of residual emissions in integrated assessment model (IAM) scenarios that achieve net-zero CO2. Residual emissions are those from sectors where complete decarbonization is challenging, requiring …
Peer-reviewed🌍 GlobalJournalMathematical Methods of Operations Research2026#EV & TransportDOI
Fleet electrification: Classification and research agenda from an operations management perspective
Renjie Cui, Tarkan Tan, O. Alp +1
This review synthesizes literature on fleet electrification from an operations management perspective, identifying key decision factors at strategic, tactical, and operational levels. It extracts practical lessons for fleet operators and pr…
🌍 Global2026 Intelligence in Business and Industry (IBI)2026#ESGDOI
AI for Sustainable Finance: A Bibliometric Map of Emerging Technologies, ESG Integration, and Systemic Risk
Imen Jellouli, Emna Mnif
This bibliometric analysis of 3,180 publications (2006-2025) maps the intellectual structure and thematic evolution of AI in sustainable finance. It reveals a post-2020 surge and thematic reordering toward AI-driven decision support for cli…
Peer-reviewed🌍 GlobalJournalEnvironment Systems and Decisions2026#Transition FinanceDOI
Banking transition claims and their verification: credibility challenges in sustainable finance
Rohail Hassan, Mohammed R. M. Salem, Norazah Mohd Suki +1
This paper examines the credibility of transition claims made by banks and their verification methods, highlighting challenges in sustainable finance. It discusses greenwashing risks and the need for robust verification mechanisms, offering…
Peer-reviewed🇺🇸 USAJournalOpen Access Government2026#HydrogenDOI
Can geologic hydrogen be a game-changer for mining?
E. Ukar
Dr. Estibalitz Ukar from UT Austin explores whether geologic hydrogen could revolutionize mining. Currently, most hydrogen is produced from fossil fuels with high emissions, but naturally occurring geologic hydrogen may offer a low-cost, lo…