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-reviewedJournalChemical Science2021#CCUSDOI
Oxygen harvesting from carbon dioxide: Simultaneous epoxidation and CO formation
Xu H.
This paper proposes a method to harvest oxygen from carbon dioxide while simultaneously performing epoxidation and generating carbon monoxide. It contributes to fundamental research on CO2 utilization technologies, potentially enabling futu…
Peer-reviewedJournalJournal for European Environmental and Planning Law2024#HydrogenDOI
Dynamic Regulation: Instruments to Foster a Cross-Sectoral Hydrogen Economy?
Pinto J.
This paper examines dynamic regulation instruments to foster a cross-sectoral hydrogen economy. It analyzes how regulatory frameworks can contribute to hydrogen deployment.
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
A planning framework for a green hydrogen cluster in Egypt's Gulf of Suez: Joint siting, transport mode selection, and storage
Kamel M.A.
This paper proposes a planning framework for a green hydrogen cluster in Egypt's Gulf of Suez, jointly optimizing site selection, transport modes, and storage to support decarbonization and energy transition.
Peer-reviewedJournalInternational Journal of Energy Economics and Policy2023#Energy TransitionDOI
Thailand Energy Scenarios: Pathways towards Carbon Neutrality 2050
Pongthanaisawan J.
This paper analyzes energy scenarios for Thailand to achieve carbon neutrality by 2050, examining renewable energy deployment and policy options, and assessing feasibility.
🌍 GlobalReportHydrogen Law in the European Union and Europe2026#HydrogenDOI
THE EURO-AFRICA HYDROGEN PARTNERSHIP: Promise, Power, and Pitfalls
Ruppel O.C.
This paper analyzes the Euro-Africa hydrogen partnership, examining its promises, power dynamics, and potential pitfalls.
Peer-reviewed🇺🇸 USAConferenceSPE Annual Technical Conference Proceedings2023#AI × ESGDOI
A Data Analytics and Machine Learning Study on Site Screening of CO2 Geological Storage in Depleted Oil and Gas Reservoirs in the Gulf of Mexico
Leng J.
This study applies data analytics and machine learning to site screening for CO2 geological storage in depleted oil and gas reservoirs in the Gulf of Mexico. It proposes a method to improve the accuracy and speed of storage site evaluation,…
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.