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.
Preprint🌍 GlobalCrossref2026#HydrogenDOI
An Integrated Techno-Economic and Environmental Assessment of Ammonia as a Reductant in Green Steel Manufacturing
Behdad Moghtaderi, Matt Cole, Mohammad Shirzaie
This paper presents the first integrated techno-economic and environmental assessment of ammonia as a reductant for green steel. Experiments show ammonia reduction is maximized at 800°C, and modeling reveals reductant price as the dominant …
Peer-reviewedJournalAlexandria Engineering Journal2024#HydrogenDOI
Detailed analysis of a pure hydrogen-fueled dual-fuel engine in terms of performance and greenhouse gas emissions
Salmani Marasht M.R.
This paper analyzes a dual-fuel engine running on pure hydrogen, evaluating its performance and greenhouse gas emissions. The study provides insights into hydrogen combustion as a low-carbon alternative to fossil fuels.
Peer-reviewedConferenceBio Web of Conferences2024#HydrogenDOI
Energy Conversion Technology of Fuel Cells on Ships to Mitigate Greenhouse Gas Emissions
Natasha F.
This paper examines energy conversion technology of fuel cells on ships to mitigate greenhouse gas emissions. It analyzes types, system design, and efficiency of fuel cells, and discusses challenges for practical implementation.
Peer-reviewed🌍 GlobalConferenceE3s Web of Conferences2024#HydrogenDOI
Hydrogen Integration for Achieving Net-Zero Emissions with Plug-in Fuel Cell Hybrid Electric Vehicles
Cortez L.D.
This paper explores hydrogen integration via plug-in fuel cell hybrid electric vehicles (PFCHEV) to achieve net-zero emissions. It evaluates vehicle technology combining hydrogen and electric power for reduced carbon footprint.
Peer-reviewedJournalEnergies2023#HydrogenDOI
A Perspective on the Overarching Role of Hydrogen, Ammonia, and Methanol Carbon-Neutral Fuels towards Net Zero Emission in the Next Three Decades
Liu H.
This perspective paper reviews the role of carbon-neutral fuels such as hydrogen, ammonia, and methanol in achieving net-zero emissions over the next three decades. It compares production technologies, infrastructure challenges, and cost ou…
Peer-reviewedJournalCatalysts2026#HydrogenDOI
Micro- and Mesoporous Silica-Based Materials as Support Catalysts in Reforming Reactions
Chiara Nunnari, A. Fotia, A. Malara +2
This paper presents a holistic review of micro- and mesoporous silica-based materials as catalyst supports in reforming reactions for hydrogen production. It systematically correlates catalytic performance with support surface properties, c…
2026#Hydrogen
High-resolution numerical simulations of turbulent non-catalytic reverse water gas shift
Nils Erland L. Haugen, Axel Brandenburg, Ewa Karchniwy +5
This paper presents high-resolution LES of a catalyst-free reverse water gas shift reactor for e-SAF production. It shows that small O2 traces in CO2 significantly increase CO production via OH pool. The PaSR subgrid model performs well for…
🇪🇺 EuropeJournalCINECA IRIS Institutial research information system (Parthenope University of Naples)2026#Hydrogen
Feasibility study on hydrogen refuelling station for green transition in transportation sector
Muhammad Atif Mahmood
This study assesses the techno-economic feasibility of hydrogen refuelling stations for decarbonizing transportation. It covers tank-to-tank modeling, a techno-economic analysis of a solar-powered HRS for a Spanish train, optimization using…
Peer-reviewed🌍 GlobalJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
The development of a framework to assess the sectoral penetration of small modular nuclear reactors in electrolysis-based ammonia production
Ayodeji Okunlola, Matthew Davis, Amit Kumar
This study develops a framework to model the adoption of small modular nuclear reactor-based electrolytic ammonia (SMNRPP-NH3) and evaluates its potential in Alberta, Canada. With a carbon price of $170/tCO2, SMNRPP-NH3 can meet 75% of regi…
Peer-reviewed🌍 GlobalJournalSustainability2026#HydrogenDOI
Hydrogen Types and Sustainable Exploitation Pathways in Sub-Saharan Africa: Opportunities and Challenges
Kunle Babaremu, Tien-Chien Jen
This review compares grey, blue, and green hydrogen production pathways, costs, and technological maturity in Sub-Saharan Africa. It finds green hydrogen the most sustainable long-term option, leveraging the region's abundant solar and wind…
Peer-reviewedJournalHydrogen2026#HydrogenDOI
Economic and Environmental Impact of Water and Biomass Resources for Hydrogen Production in South Africa
Mboneni Charity Mbengwa, Emmanuel Kweinor Tetteh, Sudesh Rathilal
This study compares hydrogen production pathways in South Africa: renewable-powered electrolysis (water-based) and biomass gasification. Using harmonized system boundaries and a functional unit of 1 kg H2 at 99.97% purity, it evaluates tech…
Peer-reviewed🌍 GlobalJournalACS Sustainable Chemistry & Engineering2026#HydrogenDOI
Benefits of Temporally-Resolved, Policy-Relevant, Data-Informed Technoeconomic Evaluation of Multifunctional Systems: H <sub>2</sub> Deployment in a District Energy System
Diego A. Hincapie-Ossa, Chris Swanson, Daniel B. Gingerich
This paper conducts a technoeconomic analysis of a district energy system integrating hydrogen production via solid oxide electrolysis. It parametrically analyzes levelized costs for H2, oxygen, and CO2 abatement/capture. Findings show self…
Peer-reviewedJournalJournal of Materials Exploration and Findings2026#HydrogenDOI
Risk Identification of Green Hydrogen Supply Chain in Ammonia Industry in Indonesia using Delphi and TOPSIS Methods
Ananda Priatama, Sheila Tobing
This study identifies and prioritizes risks in the green hydrogen supply chain for Indonesia's ammonia industry. Using Delphi and TOPSIS methods, 27 critical risk factors are evaluated. Key risks include improper facility location, policy a…
Peer-reviewedJournalACS Applied Materials and Interfaces2026#HydrogenDOI
To Carbon or Not to Carbon: Rethinking Electrode Design in Unitized Reversible Fuel Cells
Mahmoud M. Gomaa, P. S. A. Nopuo, M.A. Rodrigo +1
This study investigates the role of carbon-based microporous layers (MPLs) in unitized reversible fuel cells (URFCs) integrating the chlor-alkali process. Titanium felt electrodes with varying carbon loadings (1-3 mgC/cm2) were coated with …
Peer-reviewedJournalBIO Web of Conferences2026#HydrogenDOI
Ammonia Production Processes in the Context of Hydrogen Pathway Evolution and Industrial Decarbonization
Kaoutar Eddarraji, Achraf El Kasmi
This review examines ammonia production processes in the context of hydrogen pathway evolution, analyzing gray, blue, and green hydrogen technologies for environmental performance, technological maturity, and economic constraints. It conclu…
Peer-reviewedJournalInternational Journal of Environmental Science and Technology2026#HydrogenDOI
Anaerobic membrane biofilm reactor offers an opportunity against low H2 solubility for the ex-situ methanation process
M. Kozak, E. Köroğlu, Z. Zaimoğlu +1
This study proposes an anaerobic membrane biofilm reactor to overcome low hydrogen solubility in ex-situ methanation, enhancing methane production efficiency and offering a pathway for carbon capture and utilization.
Peer-reviewedJournalNew Energy Exploitation and Application2026#HydrogenDOI
Techno‑Enviroeconomic Modeling of a Solar‑Green Hydrogen System with Industrial Wastewater Reuse via Integrated Hourly Simulation‑LCA‑DCF
Irtaza Bashir Raja, Yasir Ahmad, Tariq Feroze +1
This study develops a closed-loop solar-green hydrogen system that recycles industrial wastewater, achieving 90% water recovery. It reduces LCOE from 0.10 to 0.0866 USD/kWh and avoids approximately 157,000 tCO2-eq emissions. The framework i…
Peer-reviewedJournalSustainability2026#HydrogenDOI
AI-Driven Catalyst Optimization in Methane Steam Reforming: A Hybrid HGBO–VIKOR and ConvLSTM Framework for Sustainable Hydrogen Production
Haitham Al Qahtani
This study proposes an AI framework integrating HGBO, VIKOR, and ConvLSTM to optimize catalyst-condition combinations in methane steam reforming for hydrogen production. Evaluated on 620 experimental cases, it achieves hydrogen yield up to …
Peer-reviewedJournalChinese Science Bulletin2026#HydrogenDOI
Nanofluidic membranes: fabrication and structural regulation for gas separation
Huijie Wang, Chen Wang
This review comprehensively summarizes recent progress in nanofluidic membranes for hydrogen purification. It covers fabrication strategies (in-situ growth, vacuum filtration, spin-coating) and design principles (size exclusion, surface cha…
Peer-reviewed🌍 GlobalJournalGeoEnergy Communications2026#HydrogenDOI
Integrating hydrogen production and subsurface storage: toward a sustainable hydrogen economy: a critical review
Shuangshuang Lin, Xin Chang, Shimin Liu
This critical review synthesizes knowledge on integrating hydrogen production and subsurface storage for a sustainable hydrogen economy. It covers geological storage options (salt caverns, depleted reservoirs, aquifers) and key challenges s…