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🌍 GlobalJournalIndustrial and Engineering Chemistry Research2026#HydrogenDOI
Hydrogen Economy in East Asia: National Roadmaps and Opportunities for Strategic Collaboration with Canada
Ghorbani B.
This paper reviews national roadmaps for the hydrogen economy in East Asia (Japan, China, South Korea) and explores opportunities for strategic collaboration with Canada.
Peer-reviewedJournalInternational Journal of Hydrogen Energy2025#HydrogenDOI
Kickstart manufacturing SMEs' go green journey: A green hydrogen acceptance framework to enhance low carbon emissions through green digital technologies
Jalil M.F.
This paper proposes a green hydrogen acceptance framework for manufacturing SMEs to enhance low-carbon emissions through green digital technologies. It aims to kickstart their green journey by facilitating hydrogen adoption.
Peer-reviewedJournalEnergy Policy2026#HydrogenDOI
Seizing the green hydrogen opportunity? Comparing strategies for industrial transformation in latecomer countries
Bacil F.
This paper compares industrial transformation strategies for green hydrogen in latecomer countries. It examines policy approaches and industrial development methods, highlighting opportunities and challenges for these countries in the green…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Deployment of a green hydrogen-based energy solution for the hard-to-abate steel sector
Usman N.
This paper discusses the deployment of green hydrogen-based energy solutions for the hard-to-abate steel sector, analyzing feasibility and challenges. It provides insights into technological and economic aspects of using green hydrogen to d…
Peer-reviewedJournalDianwang Jishu Power System Technology2026#HydrogenDOI
Coordinated Operation of Multi-hydrogen System and Hydrogen-blended Natural Gas Pipeline Network Based on Green Hydrogen Portfolio Standard
Yuewen J.
This study proposes a coordinated operation method for multiple hydrogen systems and hydrogen-blended natural gas pipeline networks under a green hydrogen portfolio standard, aiming to improve hydrogen supply efficiency and contribute to ca…
Peer-reviewedJournalLatvian Journal of Physics and Technical Sciences2026#HydrogenDOI
FROM ELECTRICITY PRICES TO HYDROGEN COSTS: EVALUATING GREEN HYDROGEN COMPETITIVENESS PATHWAYS
Zemite L.
This paper analyzes the relationship between electricity prices and green hydrogen production costs, evaluating pathways to competitiveness. It quantifies the impact of renewable energy cost reductions on hydrogen prices and offers policy r…
Peer-reviewed🌍 GlobalJournalJoule2024#HydrogenDOI
On the cost competitiveness of blue and green hydrogen
Ueckerdt F.
This paper analyzes the cost competitiveness of blue hydrogen (produced from natural gas with carbon capture and storage) and green hydrogen (produced via electrolysis using renewable energy). It examines key cost drivers and the impact of …
Peer-reviewedJournalRenewable and Sustainable Energy Reviews2026#HydrogenDOI
Synergistic integration of green hydrogen in renewable power systems: A comprehensive review of key technologies, research landscape, and future perspectives
Jia W.
This review systematically examines the integration of green hydrogen into renewable power systems, covering electrolysis, storage, and utilization technologies. It maps the research landscape and identifies future pathways for grid-scale d…
Peer-reviewedJournalEnergies2026#HydrogenDOI
A Hybrid AHP–Evidential Reasoning Framework for Multi-Criteria Assessment of Wind-Based Green Hydrogen Production Scenarios on the Northern Coast of Mauritania
Hamoud M.
This study proposes a hybrid AHP-evidential reasoning framework for multi-criteria assessment of wind-based green hydrogen production scenarios on the northern coast of Mauritania, aiming to support decision-making for decarbonization throu…
Peer-reviewed🌍 GlobalJournalApplied Energy2026#HydrogenDOI
Unlocking the synergies of cooperation: A broader economic perspective on green hydrogen infrastructure in Morocco and Germany
Mueller T.
This paper analyzes the economic synergies of green hydrogen infrastructure cooperation between Morocco and Germany. Leveraging complementary strengths, it highlights cost reductions and market creation, offering insights for building a glo…
Peer-reviewedJournalInternational Journal of Renewable Energy Research2025#HydrogenDOI
Trend of Research on Green Hydrogen Production Based on Scopus Database: A Bibliometric Analysis
Arbye S.
This paper conducts a bibliometric analysis of green hydrogen production research using the Scopus database, revealing trends in publication years, countries, institutions, and keywords to suggest future research directions.
Peer-reviewedJournalDianwang Jishu Power System Technology2026#HydrogenDOI
Optimal Source-Load-Storage Scheduling for Regional Integrated Energy Systems Considering a Joint Green Power-green Hydrogen Certificate Trading Mechanism
Jinglei L.
This paper proposes an optimal source-load-storage scheduling model for regional integrated energy systems, considering a joint green power-green hydrogen certificate trading mechanism. It aims to improve economic and environmental performa…
Peer-reviewed🇪🇺 EuropeJournalEnergy Reports2025#HydrogenDOI
Green hydrogen in the Alps: Mapping local stakeholders perspectives and identifying opportunities for decarbonization
Cordioli E.
This study maps the perspectives of local stakeholders in the Alps regarding green hydrogen and identifies opportunities for decarbonization. It highlights the challenges and potentials specific to mountainous regions, providing insights fo…
Peer-reviewedJournalEnvironmental Science Water Research and Technology2026#HydrogenDOI
Valorising co-produced oxygen from green hydrogen systems: circular economy pathways in wastewater treatment
Kahaduwa A.
This paper explores circular economy pathways by valorizing co-produced oxygen from green hydrogen systems in wastewater treatment. Using oxygen from electrolysis reduces waste and improves system efficiency, linking hydrogen production wit…
Peer-reviewedJournalNativa2025#HydrogenDOI
The feasibility of utilizing hydrogen fuel cells in livestock ships to mitigate greenhouse gas emissions
Shouman M.
This study evaluates the feasibility of integrating hydrogen fuel cells in livestock ships to reduce GHG emissions. It analyzes technical and economic challenges and explores the potential for decarbonization in maritime transport.
Peer-reviewedJournalClean Energy2026#HydrogenDOI
Numerical Investigation of Hydrogen Co-Firing in Gas Turbine Combustors: Emission, Performance, and Economic Feasibility
Hadits Shofar Fauzi, Gea Fardias Mu'min, Vani Virdyawan +1
This numerical study investigates hydrogen-natural gas co-firing in an F4-class gas turbine combustor. Hydrogen mass fractions up to 20% reduce CO2 emissions by up to 36% but increase NOx by 41%. Fuel costs rise up to 1.65 times, mitigated …
🌍 GlobalConference2026 International Conference on AI Innovations and Industry (ICAIII)2026#HydrogenDOI
Machine-Learning-Driven Operational Optimisation of Electrolyser-Based Hydrogen Production Using a Physics-Informed Digital Twin for UK Industrial Clusters
M. Tariq, Irfan Ahmed
This paper proposes an operational optimization framework for electrolyser-based hydrogen production by integrating a physics-informed digital twin with machine learning. Applied to UK industrial clusters, it demonstrates significant reduct…
Peer-reviewed🌍 GlobalJournalAdvanced Energy Materials2026#HydrogenDOI
Navigating Interfacial Complexities in Direct Seawater Electrolysis: Towards Scalable and Sustainable Green Hydrogen
Liyuan Zhou, Fuqing Yu, Lebin Cai +3
This review comprehensively examines interfacial instabilities hindering direct seawater electrolysis (DSE) for green hydrogen. It analyzes failure mechanisms including chlorine competition, mineral scaling, and microbial corrosion, proposi…
Peer-reviewed🌍 GlobalJournalEnergies2026#HydrogenDOI
Financial Drivers of Green Hydrogen Deployment: A Comparison Between Australia, Germany, and Brazil
Roberto Ivo da Rocha Lima Filho, Thereza Aquino, L. Marujo +3
This study analyzes green hydrogen project financing structures across Australia, Germany, and Brazil using Principal Component Analysis (PCA). It finds that project characteristics are strongly associated with capital intensity and financi…
Peer-reviewed🌍 GlobalJournalIEEE Access2026#HydrogenDOI
A Guided Safe Reinforcement Learning Framework for Adaptive Energy Management in Green Hydrogen Production Systems
L. N. Mukena, Tom Wanjekeche, A. T. Ndapuka
This paper proposes a guided safe reinforcement learning framework for adaptive energy management in green hydrogen systems, integrating Soft Actor-Critic with a safety shield to ensure operational constraints. Validated on a year-long rene…