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-reviewedJournalJournal of Materials Science2026#HydrogenDOI
High-entropy alloys for next-generation electrolytic cells in green hydrogen production
J. Lopes, A. C. Silva, J. P. Oliveira
This review addresses material challenges in electrolytic cells for green hydrogen production, analyzing high-entropy alloys (HEAs) as promising candidates. It covers corrosion resistance, hydrogen embrittlement, and grain-boundary engineer…
Peer-reviewedJournalJournal of Materials Science Research and Reviews2026#HydrogenDOI
Technological Transitions and Thermodynamic Optimisation in Steam Methane Reforming for Sustainable Hydrogen Production: A Critical Review of Catalyst Deactivation, Process Intensification and Carbon Capture Integration
Saidu Hassan Musa, Umar Aliyu Ahmed, Ishiyaku Ibrahim Babayola
This critical review examines technological transitions in steam methane reforming (SMR) for sustainable hydrogen production, focusing on catalyst deactivation, process intensification, and integration of carbon capture. It evaluates thermo…
Peer-reviewed🇪🇺 EuropeJournalHydrogen2026#HydrogenDOI
Energy Transition in the Cement Industry: Decarbonization Pathways and the Role of Hydrogen
Alessandro Franco, Wilfried Marius Simo Toukam
Based on representative mass and energy balances, this study quantifies cement-sector emissions (500–850 kg CO2/t) and compares decarbonization levers. Energy efficiency and clinker substitution give partial gains, hydrogen can cut combusti…
Peer-reviewed🌍 GlobalJournalEnergy Research and Social Science2024#HydrogenDOI
Green hydrogen transitions deepen socioecological risks and extractivist patterns: evidence from 28 prospective exporting countries in the Global South
Tunn J.
This study provides empirical evidence from 28 prospective green hydrogen exporting countries in the Global South, showing that the transition to green hydrogen may deepen socioecological risks and reinforce extractivist patterns. It highli…
Peer-reviewedConferenceProceedings of the Laccei International Multi Conference for Engineering Education and Technology2025#HydrogenDOI
DRIVING A PROPELLER MOTOR USING A GREEN HYDROGEN-POWERED FUEL CELL
Augusto Tito Fonseca Í.
This paper reports the driving of a propeller motor using a fuel cell powered by green hydrogen. The work likely demonstrates a clean propulsion solution for marine or aviation applications, contributing to decarbonization of hard-to-abate …
Clean Technologies and Environmental Policy2026#HydrogenDOI
Integrating operational fragility into performance and cost assessment of marine renewable-based green hydrogen production
Ozan Akdağ
This study integrates operational fragility—such as equipment failures and reduced availability—into the performance and cost assessment of green hydrogen production powered by marine renewables. It quantifies trade-offs between economic vi…
Peer-reviewed🌍 GlobalJournalInternational Journal of Energy Research2026#HydrogenDOI
Green Hydrogen Development: Bibliometric and Patent Landscape Analysis With Technology and Policy Perspectives for the Global Energy Transition
B. S. Zainal, M. Reza, I. M. R. Fattah +2
This review analyzes 1,528 publications and 1,162 patents (2014-2024) from Scopus and Lens to map green hydrogen R&D and patent landscapes. Electrolysis dominates both academic and industrial innovation, with emerging areas including photoc…
Peer-reviewed🇨🇳 ChinaJournalEnergy Research & Social Science2026#HydrogenDOI
Promise and pitfalls: Fragmented governance in the energy transition toward green hydrogen in China
Huanlin Dong, Chunhong Sheng
This paper examines the promise and pitfalls of fragmented governance in China's green hydrogen transition. It highlights how poor coordination among government agencies, local governments, and firms could undermine hydrogen strategy implem…
Peer-reviewed🇨🇳 ChinaJournalJournal of the American Chemical Society2026#HydrogenDOI
Interfacial Donnan Hydration Funnels in Lignin-Derived Carbon Orchestrate RuNi Synergy for Aldehyde-Assisted Dual-Hydrogen Electrosynthesis
Jianglin Liu, Dalang Chen, Chongyi Dong +4
This paper demonstrates a lignin-derived carbon-supported RuNi alloy catalyst for aldehyde-assisted dual-hydrogen electrosynthesis, producing both formate and hydrogen efficiently. The interfacial Donnan hydration funnels modify the RuNi sy…
Peer-reviewed🌍 GlobalJournalsteel research international2026#HydrogenDOI
Transient Modeling of the Direct Reduction Shaft Furnace: Moving From Natural Gas to Hydrogen
Yandong Zhai, Chenxi Zhao, Lei Shao +1
This study develops, for the first time, a two-dimensional transient CFD model of the hydrogen-based direct reduction shaft furnace for deep decarbonization of steelmaking. The model analyzes temporal variations when shifting from natural g…
Peer-reviewed🌍 GlobalJournalJournal of Environment and Development2026#HydrogenDOI
Evaluating Multilateral Development Banks’ Environmental and Social Policies for Green Hydrogen Projects: A Content Analysis
Choy L.Y.
This paper evaluates the environmental and social policies of Multilateral Development Banks (MDBs) for green hydrogen projects using content analysis. It identifies inconsistencies in standards and monitoring mechanisms, recommending polic…
Peer-reviewed🌍 GlobalJournalEnergy Conversion and Management2026#HydrogenDOI
Integration of biogas dry methane reforming and electrolysis: An efficient pathway for green hydrogen production
Kim T.
This paper proposes an efficient pathway for green hydrogen production by integrating biogas dry methane reforming with electrolysis. It evaluates process integration benefits such as improved energy efficiency and CO2 reduction, highlighti…
Peer-reviewedJournalProcesses2025#HydrogenDOI
The Multi-Objective Distributed Robust Optimization Scheduling of Integrated Energy Systems Considering Green Hydrogen Certificates and Low-Carbon Demand Response
Yang Y.
This paper proposes a multi-objective distributed robust optimization scheduling method for integrated energy systems, incorporating green hydrogen certificates and low-carbon demand response to balance cost and environmental impact.
Peer-reviewed🌍 GlobalJournalEnergy Science & Engineering2026#HydrogenDOI
Hydrogen‐Enriched Tri‐Fuel Combustion for Low‐Carbon Engines at Medium Engine Load: A Comprehensive CFD Analysis
Md.Ifthaker Alam, Tafsirul Hassan, Md Imtiaz Hossen +2
This study numerically investigates hydrogen addition to diesel-CH4 tri-fuel engines using CFD. Results show 20% higher peak pressure, 61% CO and 95% soot reduction, but 31% NOx increase at 60% hydrogen share. Demonstrates hydrogen's potent…
Peer-reviewedJournalEnvironment Development and Sustainability2026#HydrogenDOI
Hydrogen production pathways for the low-carbon transition: a multi-scale critical review
Xiaoyan Ma, Jian Xue, Tianmei Ma
This review critically examines hydrogen production pathways for the low-carbon transition, analyzing technical, economic, and environmental aspects of green, blue, and other hydrogen routes. It discusses feasibility and policy implications…
🇨🇳 ChinaDatasetScience Data Bank2026#HydrogenDOI
Dataset of Molten Metal-Catalyzed Methane Pyrolysis for Hydrogen Production under Different Operating Conditions
Zhong Lei, Wang Xiaobo
This dataset records experimental results on molten metal-catalyzed methane pyrolysis for hydrogen production, including key performance indicators under various operating conditions. It helps analyze effects of temperature, flow rate, and …
🇨🇳 ChinaDatasetScience Data Bank2026#HydrogenDOI
The data of the article “Feedback-Driven Sizing and Constraint-Aware Power Allocation of a Wind–Hydrogen–Supercapacitor Hybrid Energy Storage System”
Tiefeng Zhang, Shengyu Xu, Shuangyu Yang
This dataset includes two years of wind power data from a 203 MW wind farm in northwestern China, corresponding real-time grid dispatch instructions, and MATLAB/Simulink simulation code for a feedback-driven sizing and constraint-aware powe…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Hydrogen as a decarbonisation lever in hard-to-abate industries: a critical overview on integrating product costs and carbon markets
Gianluigi Lo Basso, Axel Riccardo Massulli
This paper provides a critical overview of hydrogen as a decarbonization lever in hard-to-abate industries, focusing on integrating product costs and carbon markets. It synthesizes cost barriers and carbon pricing mechanisms to inform indus…
Peer-reviewed🌍 GlobalJournalEnergy Storage and Conversion2025#HydrogenDOI
Comparative evaluation of green hydrogen production methods using the Pugh matrix technique
Afrin
This study applies the Pugh matrix technique to comparatively evaluate multiple green hydrogen production methods. It assesses the relative advantages of renewable-energy-based hydrogen production technologies, offering insights for hydroge…
Peer-reviewedJournalZhongguo Dianji Gongcheng Xuebao Proceedings of the Chinese Society of Electrical Engineering2023#HydrogenDOI
Research Status of Green Hydrogen-based Chemical Engineering Technology and Prospect of Key Supporting Technologies for Large-scale Utilization of New Energies
Qiu Y.
This paper reviews the current research status of green hydrogen-based chemical engineering technologies and provides a prospect for key supporting technologies enabling large-scale utilization of new energies. It discusses technical challe…