GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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🇨🇳 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🌍 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-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-reviewed🇨🇳 ChinaJournalMaterials2026#HydrogenDOI
Research Progress on Low-Carbon Ironmaking Technologies for China’s Iron and Steel Industry Under the Carbon Peaking and Carbon Neutrality Goals
Wenwen Liu, R Y Zhang, Haokun Li +1
This review classifies low-carbon ironmaking technologies for China's steel industry into short-/medium-term (low-carbon blast furnace) and medium-/long-term (non-blast furnace) routes, comparing them on CO2 mitigation, energy/hydrogen dema…
Peer-reviewed🇺🇸 USAJournalOpen Access Government2026#HydrogenDOI
Can geologic hydrogen be a game-changer for mining?
E. Ukar
Dr. Estibalitz Ukar from UT Austin explores whether geologic hydrogen could revolutionize mining. Currently, most hydrogen is produced from fossil fuels with high emissions, but naturally occurring geologic hydrogen may offer a low-cost, lo…
Peer-reviewed🌍 GlobalJournalProcess Integration and Optimization for Sustainability2026#HydrogenDOI
Process Integration and Cost Optimization of a Green Hydrogen Supply Chain: A Mixed-Integer Programming and Genetic Algorithm Approach
Anjali
This paper proposes a methodology for process integration and cost optimization of a green hydrogen supply chain, combining mixed-integer programming and genetic algorithm to minimize overall costs. It contributes to improving the economic …
🌍 GlobalReportAccelerating the Transition to A Hydrogen Economy Achieving Carbon Neutrality Volume 22025#HydrogenDOI
Accelerating the Transition to a Hydrogen Economy: Achieving Carbon Neutrality Volume 2
Kurniawan T.A.
This report analyzes policies, technologies, and investment strategies to accelerate the transition to a hydrogen economy, contributing to carbon neutrality. Volume 2 focuses on demand creation and supply infrastructure development for hydr…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Science and Engineering2026#HydrogenDOI
Fuel Cell Power Systems for Maritime Applications: Hybrid Architectures, Energy Management and Deployment Challenges
Le Li, Shuhan Huang, Feng Yan
This review comprehensively surveys fuel cell power systems for maritime decarbonization, covering hybrid fuel-cell/battery architectures, multi-stack power allocation, health-aware energy management, hydrogen storage and safety, lifecycle …
Peer-reviewed🇪🇺 EuropeJournalJ-STAGE#HydrogenDOI
Latest Trends in Hydrogen Systems in Europe
欧州における水素制度の最新動向
(著者不明)
This paper reviews the latest trends in hydrogen policies and regulatory frameworks in Europe, including definitions of renewable hydrogen, certification schemes, and infrastructure investments. It offers insights for Japan's hydrogen strat…
🌍 GlobalDatasetZenodo2026#HydrogenDOI
Dataset for: Degradation-aware tri-objective optimisation of gigawatt-scale PEM green hydrogen production: the hidden cost of ignoring stack degradation
Alanazi, Majed, Hughes, Kevin J., Pourkashanian, Mohamed
This study performs a degradation-aware tri-objective optimization (cost, efficiency, degradation) of a gigawatt-scale PEM green hydrogen facility at NEOM, Saudi Arabia. Using NSGA-III, it derives Pareto-optimal designs and evaluates statis…
Peer-reviewed🇪🇺 EuropeJournalJournal of Industrial Ecology2026#HydrogenDOI
Strategic considerations for green relocation in energy-intensive global value chains
S. Colen, Alwine Mohnen
This study examines green relocation strategies for energy-intensive industries in renewable-resource-scarce European regions, based on 66 semi-structured interviews. It finds that local green hydrogen production and large-scale imports are…
🌍 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-reviewed🌍 GlobalJournalEnergies2026#HydrogenDOI
Hydrogen in the Energy Transition: A System-Level Review of Production Pathways, Infrastructure, and Deployment Challenges
Ankica Kovač, Shahab Nooshmand
This review systematically compares hydrogen production pathways using five criteria: carbon intensity, technology readiness level, efficiency, scalability, and infrastructure compatibility. It covers fossil-based, fossil with carbon mitiga…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#HydrogenDOI
Hydrogen Fuel Cell Electric Vehicles in Road Transport: Multi-Objective Optimization of Total Cost of Ownership and Well-to-Wheel Emissions
Eleni Himona, Andreas Poullikkas
This study develops a dynamic multi-objective optimization framework for hydrogen FCEVs vs. diesel, petrol, and battery EVs, assessing TCO and WTW emissions from 2026-2060. FCEVs face a high entry barrier in 2026 (TCO ~€275,000) but become …
🇪🇺 EuropeDatasetZenodo2026#HydrogenDOI
Trade‑based assessment of value‑chain vulnerability in green hydrogen production - Numerical results
Bianchi, Marco
This dataset provides numerical results from a study on value-chain vulnerability in green hydrogen production. It quantifies vulnerability indicators at three aggregation levels: product, stage, and system. The structured data enables deta…
Peer-reviewedCNJournalEnergy Policy2026#HydrogenDOI
Policy portfolios shaping hydrogen production pathways and regional deployment in China
Zhu B.
This paper analyzes policy portfolios shaping hydrogen production pathways and regional deployment in China. It examines how different policies (incentives, regulations) influence the development of hydrogen supply chains, including green a…
Peer-reviewed🌍 GlobalJournalTehnika2026#HydrogenDOI
Hydrogen storage technologies and materials: Progress, challenges, and paths towards a sustainable hydrogen economy
Kristina Radinović, P. Branco, Nevena Milutinović-Mehri +4
This review synthesizes the latest methods for physical, solid-state, and geological hydrogen storage, analyzing trade-offs among gravimetric/volumetric densities, efficiency, maturity, and scalability to guide technology selection for appl…
Peer-reviewed🌍 GlobalJournalEnergy Reports2026#HydrogenDOI
Towards a low-carbon future: A comprehensive review of advances in hydrogen storage and export technologies for global deployment
GholamReza Aghdami, Farzin Hosseinifard, Mohsen Salimi +2
This review comprehensively covers recent advances in hydrogen storage and export technologies for global deployment toward a low-carbon future. It compares technical progress and economics of key storage methods (liquefaction, compression,…