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-reviewedJournalInternational Journal of Hydrogen Energy2008#HydrogenDOI
"Green" path from fossil-based to hydrogen economy: An overview of carbon-neutral technologies
Muradov N.Z.
A review paper surveying the transition path from fossil fuels to a hydrogen economy through carbon-neutral technologies. It organizes hydrogen production and utilization options and outlines routes toward decarbonization, offering a broad …
Peer-reviewedJournalJournal of Energy Engineering2026#HydrogenDOI
Comparative Thermodynamic Assessment of Renewable Production Pathway Efficiencies for Methane, Methanol, and Ammonia Fuels
Karvounis P.
A comparative thermodynamic assessment of renewable production pathways for methane, methanol, and ammonia fuels. Without an abstract, details are limited, but the work appears to quantify efficiency differences across energy carriers. It o…
Peer-reviewed🌍 GlobalJournalInternational Journal of Climate Change Strategies and Management2026#HydrogenDOI
Hydrogen mobility ecosystem acceleration using system dynamics modeling
R. Indradewa, B. M. Sopha, W. Sari
This study builds a system dynamics model of Indonesia's transport energy transition, integrating ICE, EV and FCEV adoption with policy, market, technology and environmental feedbacks. Scenario analysis for 2020-2035 shows that combining in…
Peer-reviewedJournalACS Omega2026#HydrogenDOI
Green Hydrogen
Production Technologies and Feedstock
Limitations: A Concise Review
Yasmeen Saleh, Ayesha Alam, Labeeb Ali +2
This review surveys major green hydrogen production routes—water splitting via electrolysis, photocatalysis, and thermochemical methods, plus biomass conversion through pyrolysis, gasification, fermentation, and microbial electrolysis. Elec…
Peer-reviewed🌍 GlobalJournalRisks2026#HydrogenDOI
Financial Risk Valuation of Green Hydrogen Hub Investment Under Techno-Economic Uncertainty: A Real Options Approach in Indonesia
Christian Priatmoko, D. Hakam
This study evaluates a proposed green hydrogen hub in Sumatra, Indonesia, using DCF, Monte Carlo simulation, and real options valuation under techno-economic uncertainty. Electricity cost, electrolyzer efficiency, and financing conditions d…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Low-carbon emission electricity and methanol co-generation using thermochemical hydrogen production; thermo-environ-economic evaluation and AI-aided tri-criteria optimization
Zhaoyang Zuo, Ying Liu, Dongrong Meng +1
This study evaluates a low-carbon electricity and methanol co-generation system based on thermochemical hydrogen production, using thermo-environ-economic criteria and AI-aided tri-criteria optimization. It demonstrates design and operation…
Peer-reviewed🇪🇺 EuropeJournalNature Energy2024#HydrogenDOI
Cost and competitiveness of green hydrogen and the effects of the European Union regulatory framework
Brandt J.
This paper analyzes the cost and competitiveness of green hydrogen and examines how the EU regulatory framework shapes its market. It highlights that regulatory design and cost reduction are key to scaling renewable hydrogen.
Peer-reviewedJournalInternational Journal of Hydrogen Energy2024#HydrogenDOI
A noise resilient multi-step ahead deep learning forecasting technique for solar energy centered generation of green hydrogen
Sareen K.
This work proposes a noise-resilient multi-step-ahead deep learning forecasting method for solar-powered green hydrogen generation. By improving prediction accuracy of highly variable solar output, it supports stable operation and efficient…
Peer-reviewedJournalRenewable and Sustainable Energy Reviews2025#HydrogenDOI
Sector-specific strategies to increase green hydrogen adoption
Shan R.
A study on sector-specific strategies to accelerate green hydrogen adoption. Without an abstract, details are unclear, but it likely examines how barriers and policy levers differ across industry, transport, and power. Hydrogen is a priorit…
Peer-reviewed🌍 GlobalJournalJournal of Cleaner Production2025#HydrogenDOI
Road to decarbonization: Navigating India's green hydrogen transition challenges through grey DEMATEL
Trivedi A.
This study applies grey DEMATEL to structure and rank the barriers to India's green hydrogen transition, mapping cause-effect relationships among challenges. It identifies priority barriers based on expert judgment and draws policy and indu…
Peer-reviewed🇪🇺 EuropeJournalEnergy Strategy Reviews2023#HydrogenDOI
Towards green hydrogen? – A comparison of German and African visions and expectations in the context of the H2Atlas-Africa project
Brauner S.
This study compares German and African visions and expectations for green hydrogen within the H2Atlas-Africa project. It highlights perception gaps between producer and consumer regions and draws implications for international cooperation a…
🌍 GlobalJournalPolitical Geography2026#HydrogenDOI
Green hydrogen in the Global South: Politics, spaces, and transformations – An introduction
Cezne E.
This introduction frames a special issue on green hydrogen in the Global South, examining its politics, spatial dynamics, and socio-economic transformations. It critically considers how hydrogen deployment reshapes power structures, land us…
Peer-reviewed🌍 GlobalJournalPolitical Geography2026#HydrogenDOI
Imagining infrastructure, Encountering friction: Green hydrogen development in Morocco and Namibia
Danielak S.
A study of green hydrogen development in Morocco and Namibia, examining how infrastructure visions meet on-the-ground friction. It highlights barriers and policy/social preconditions for hydrogen build-out in emerging economies, with lesson…
Peer-reviewedJournalSouthern Energy Construction2023#HydrogenDOI
Analysis and Development Outlook on the Typical Modes of Green Hydrogen Projects
Zhang S.
This paper analyzes the typical business models of green hydrogen projects and outlines their development outlook. Without an abstract, details are limited, but it appears to classify project schemes and offer a practical framework for hydr…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
An integrated strategic decision framework for advancing green hydrogen through the water–energy–food nexus in Iran
Hosseini Dehshiri S.J.
This paper proposes an integrated strategic decision framework for advancing green hydrogen through the water–energy–food (WEF) nexus, using Iran as a case. It links water constraints, energy transition, and food security to support policy …
Peer-reviewedJournalEnergy2025#HydrogenDOI
Exploring the impact of government subsidy on technology innovation and pricing in green hydrogen supply chain
He Y.
This paper examines how government subsidies shape technology innovation and pricing within the green hydrogen supply chain. It offers insights into how subsidy design affects hydrogen cost reduction and innovation incentives, informing the…
Peer-reviewedJournalEnergy Conversion and Management X2025#HydrogenDOI
System integration of large-scale green hydrogen production: Conceptualization, challenges, and opportunities
Kebede M.H.
This paper conceptualizes the system integration of large-scale green hydrogen production, outlining challenges and opportunities. It examines technical and institutional barriers to embedding renewable-derived hydrogen into existing energy…
Peer-reviewedJournalRenewable and Sustainable Energy Transition2026#HydrogenDOI
Integrated assessment of green hydrogen readiness in water-constrained regions
Falfushynska H.
An integrated assessment of green hydrogen readiness in water-constrained regions. It examines how water scarcity interacts with the water demand of electrolytic hydrogen production, aiming to identify regional readiness conditions and cons…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#HydrogenDOI
Electricity-Price-Driven Equivalence Ratio Optimization for Low-Carbon Hydrogen Production from RDF via Plasma Reforming
Yi Gao, Haiming Wang, Dongwu Chang +1
This study integrates process simulation, techno-economic analysis, and LCA to show that the equivalence ratio (ER) governs energy penalty, carbon footprint, and economics in plasma reforming of refuse-derived fuel (RDF) to low-carbon hydro…
PreprintCNZenodo2026#HydrogenDOI
Plant-level Deployment of Green Hydrogen to Cost-effectively Decarbonize Steelmaking in China
Li, Zhouyan, Liu, Qiance, Guo, Yang
This study optimizes plant-level deployment of green hydrogen-based steelmaking (HDRI-EAF) in China from 2025 to 2050, considering solar, wind, and hybrid power options. It identifies cost-effective retrofit timing and power configurations …