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-reviewedJournalEarth Science Reviews2024#CCUSDOI
Review of non-isothermal processes in CCUS from a geomechanical perspective
Lu S.
This review synthesizes non-isothermal processes in CCUS from a geomechanical perspective, analyzing reservoir mechanical behavior and thermal stress effects, highlighting challenges for safe CO2 storage and bridging geotechnical engineerin…
Peer-reviewed🌍 GlobalJournalEnergy and Fuels2025#AI × ESGDOI
Advances in Machine-Learning-Driven CO2 Geological Storage: A Comprehensive Review and Outlook
Lin K.
This review comprehensively examines the application of machine learning (ML) to CO2 geological storage. It covers predictive modeling, site selection, monitoring, and risk assessment, highlighting how ML enhances storage efficiency and saf…
Peer-reviewedJournalAims Energy2023#HydrogenDOI
Green hydrogen
Majewski P.
This paper discusses the importance of green hydrogen in decarbonization, covering production methods, cost challenges, and policy support.
Peer-reviewedCNJournalXi an Shiyou Daxue Xuebao Ziran Kexue Ban Journal of Xi an Shiyou University Natural Sciences Edition2024#CCUSDOI
Current Status and Prospects of Research on CO2 Transmission Pipelines and Their Corrosion Prevention Technologies under the "Dual Carbon" Target
Lin K.
This paper reviews the current status and research progress of CO2 transmission pipelines and corrosion prevention technologies under China's 'Dual Carbon' target (carbon peak and carbon neutrality). It focuses on key infrastructure challen…
Peer-reviewedJournalFrontiers in Earth Science2023#CCUSDOI
Eco-development of oil and gas industry: CCUS-EOR technology
Yan L.
This paper discusses eco-development of the oil and gas industry through CCUS-EOR technology, which combines carbon capture and storage with enhanced oil recovery to reduce emissions while maintaining production.
Peer-reviewed🇺🇸 USAJournalStahl Und Eisen2025#Energy Transition
Integrated Mill to Mini Mill to Hybrid Mill for greener steel industry in the U.S
Yin H.
This paper explores the transition pathway from integrated mills to mini mills and hybrid mills for decarbonizing the U.S. steel industry. It compares environmental impacts and operational characteristics of each mill type, aiming to identi…
Peer-reviewedConferenceIet Conference Proceedings2026#Energy TransitionDOI
Comparative Analysis of Emission Reduction between “Coal Power + CCUS” and “Coal Power + Wind–Solar–Storage” Pathways
Men D.
This paper compares emission reduction between coal power with CCUS and coal power integrated with wind, solar, and storage. It evaluates environmental and economic trade-offs, informing decarbonization pathway choices.
Peer-reviewedJournalJournal of Thermal Analysis and Calorimetry2026#CCUSDOI
Recent developments in sustainable solid adsorbents and a potential technologies review for regeneration processes in CO2 capture
Suherman S.
This paper reviews recent developments in sustainable solid adsorbents for CO2 capture and their regeneration processes. It summarizes trends in adsorbent materials and discusses challenges and prospects for improving regeneration efficienc…
Peer-reviewedJournalRenewable Energy2025#Energy TransitionDOI
Scaling down analysis of e-methane production: Advancing towards distributed manufacturing
Santamaría D.
This paper analyzes the scaling down of e-methane (synthetic methane from renewable energy) production towards distributed manufacturing. It examines technical and economic challenges of small-scale plants and their integration into local e…
🌍 GlobalReportAccelerating the Transition to A Hydrogen Economy Achieving Carbon Neutrality2025#HydrogenDOI
Accelerating the Transition to a Hydrogen Economy
Kurniawan T.A.
This paper discusses strategies to accelerate the transition to a hydrogen economy, likely covering hydrogen production, storage, utilization technologies, and policy support.
Peer-reviewedJournalJournal of Cleaner Production2024#CCUSDOI
Eco-efficiency assessment of carbon capture and hydrogen transition as decarbonisation strategies in alumina production
Sáez-Guinoa J.
This study assesses the eco-efficiency of carbon capture and hydrogen transition in alumina production, quantifying the environmental and economic impacts and identifying optimal deployment conditions for these decarbonization strategies.
Peer-reviewedJournalResearch Policy2026#Climate FinanceDOI
Can FinTech innovate green finance? Scrutinising the financial ecologies and innovation dynamics of FinTech for forest restoration
Harris J.L.
This paper examines the role of FinTech in financing forest restoration through the lens of financial ecologies and innovation dynamics. Specific methods and conclusions are unavailable.
Peer-reviewedJournalInternational Journal of Energy Economics and Policy2023#Renewable EnergyDOI
The Role of Renewable Energy Production, Energy Efficiency and Green Finance in Achieving Sustainable Economic Development: Evidence from Indonesia
Tiawon H.
This paper empirically analyzes the impact of renewable energy production, energy efficiency, and green finance on sustainable economic development in Indonesia. It finds synergistic positive effects on economic and environmental indicators…
ReportLaw of Esg Derivatives Risk Uncertainty and Sustainable Finance2024#ESGDOI
The Law of ESG Derivatives: Risk, Uncertainty and Sustainable Finance
Arias Barrera L.C.
This paper examines the legal framework for ESG derivatives, addressing risk and uncertainty in sustainable finance. It explores the intersection of regulation and market practice.
ReportUsing AI to Develop Sustainability Strategies for A Changing Global Economy2025#AI × ESGDOI
Recent Trend and Future Prospects of AI and Sustainable Finance: Using Natural Language Processing Model
Kumar R.
This paper reviews recent trends and future prospects of AI and sustainable finance using Natural Language Processing (NLP) models. It focuses on applications in ESG assessment and greenwashing detection, discussing how AI can enhance decis…
Peer-reviewedJournalInternational Economics2026#Climate FinanceDOI
Return and volatility spillovers between green finance and tech innovation: A quantile analysis
Belghouthi H.E.
This paper examines return and volatility spillovers between green finance and tech innovation using quantile regression. No abstract provided, limiting details; likely explores financial linkages between green investments and technological…
Peer-reviewedCNJournalSustainability Switzerland2022#Carbon PricingDOI
Carbon Neutrality Strategies for Chinese International Oil Company Based on the Rapid Development of Global Carbon Market
Wang D.
This paper examines carbon neutrality strategies for a Chinese international oil company in the context of rapid global carbon market development. It analyzes how carbon pricing and emissions trading can drive business transformation, offer…
Peer-reviewedCNJournalAims Mathematics2025#PolicyDOI
A differential game of transboundary pollution in the upper Yangtze river: Ecological compensation and learning-by-doing in the Chongqing-Sichuan region
Lu Z.
This paper uses differential game theory to analyze transboundary pollution in the upper Yangtze River, considering ecological compensation and learning-by-doing mechanisms in the Chongqing-Sichuan region, aiming to inform environmental pol…
Peer-reviewedJournalInternational Journal of Energy Economics and Policy2025#ESGDOI
Enhancing ESG Performance through Corporate Governance: Insights from Emerging Markets
Masud M.A.K.
This paper analyzes how corporate governance quality affects ESG performance in emerging markets. It suggests that factors such as board diversity and transparency contribute to higher ESG scores, offering insights for investors and regulat…
Peer-reviewed🇪🇺 EuropeJournalJournal of Industrial Ecology2026#Disclosure InfrastructureDOI
Using organizational life cycle assessment to meet ESRS data requirements: evidence from a case study
Sauer S.
This paper empirically demonstrates how organizational life cycle assessment (O-LCA) can be used to meet the data requirements of the European Sustainability Reporting Standards (ESRS). Through a case study, it shows that O-LCA can efficien…