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.
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Hydrogen Energy2022#HydrogenDOI
Building the green hydrogen market – Current state and outlook on green hydrogen demand and electrolyzer manufacturing
Wappler M.
This paper analyzes the current state of the green hydrogen market, focusing on demand trends and the outlook for electrolyzer manufacturing. It highlights cost reduction pathways, policy support, and key challenges for scaling up green hyd…
📚 Peer-reviewed · JournalEnergy Nexus2022#HydrogenDOI
The hydrogen economy - Where is the water?
Woods P.
The hydrogen economy requires vast amounts of water, especially for electrolysis. This paper highlights water resource constraints as a critical challenge for scaling green hydrogen, noting that water scarcity could become a severe issue in…
📚 Peer-reviewed · JournalInternational Journal of Hydrogen Energy2024#HydrogenDOI
Key challenges to ensure Morocco's sustainable transition to a green hydrogen economy
Lebrouhi B.E.
This paper identifies and analyzes key challenges for Morocco's sustainable transition to a green hydrogen economy, examining technical, economic, and policy barriers, and emphasizing the role of renewable resources and international cooper…
ReportGreen Energy and Technology2024#HydrogenDOI
3 ‘Ps’ of Hydrogen Economy in India: Production Pathways, Policies, and Perspectives
Goel M.
This paper provides a comprehensive analysis of India's hydrogen economy, focusing on production pathways, relevant policies, and future perspectives, with a particular emphasis on green hydrogen potential and current policy support.
🌍 Global📚 Peer-reviewed · JournalSustainable Production and Consumption2026#HydrogenDOI
Towards blast furnace ironmaking decarbonization via alternative reductants: A techno-economic and carbon assessment
Mario Ávila, Sofie Verbrugge, Inge Bellemans +1
This paper assesses the techno-economic feasibility and carbon reduction potential of alternative reductants like hydrogen for decarbonizing blast furnace ironmaking, providing quantitative cost and emission benchmarks for industrial adopti…
📚 Peer-reviewed · JournalEnergies2024#HydrogenDOI
An Analysis of Greenhouse Gas Emissions in Electrolysis for Certifying Clean Hydrogen
Kim Y.
This paper analyzes greenhouse gas emissions from electrolytic hydrogen production, contributing to the development of clean hydrogen certification standards. It examines emission factor calculation methods and certification framework chall…
📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#HydrogenDOI
Enabling Green Hydrogen Integration in the Automotive Sector: Business Strategies for Net-Zero Goals
Virmani N.
This paper explores business strategies for enabling green hydrogen integration in the automotive sector to achieve net-zero goals. It discusses key aspects such as fuel cell electric vehicle (FCEV) adoption, infrastructure development, and…
🌍 Global📚 Peer-reviewed · Conference2021 International Conference on Green Energy Computing and Sustainable Technology Gecost 20212021#HydrogenDOI
The industrialization of hydrogen production and its use as fuel in transportation for net-zero emissions
Leal A.
This paper examines the industrialization of hydrogen production and its use as fuel in transportation for achieving net-zero emissions. It analyzes large-scale production technologies, cost reduction strategies, and infrastructure challeng…
📚 Peer-reviewed · JournalEnergy Strategy Reviews2024#HydrogenDOI
Role of green hydrogen in the decarbonization of the energy system in Thailand
Pradhan B.B.
This paper examines the potential of green hydrogen to decarbonize Thailand's energy system. It likely explores production costs, integration challenges, and policy implications. Findings may highlight hydrogen's role in sectors like power …
🇺🇸 USA📚 Peer-reviewed · JournalProgress in Energy2025#HydrogenDOI
Estimating the climate impacts of hydrogen emissions in a net-zero US economy
Nasta A.N.
This study estimates the climate impacts of hydrogen leakage in a net-zero US economy, highlighting that hydrogen acts as an indirect greenhouse gas. The findings quantify how hydrogen emissions could offset some climate benefits, urging ca…
🌍 Global📚 Peer-reviewed · JournalSPE Conference at Oman Petroleum & Energy Show2026#HydrogenDOI
Underground Hydrogen Storage in Salt Caverns: Current Status, Technical Challenges, and Future Outlook
Z. Hamdi, B. Partoon
This review assesses underground hydrogen storage in salt caverns, reporting leakage rates below 0.05% and 20-40% working capacity loss over 30 years. It integrates operational data and modeling to clarify proven areas and remaining uncerta…
🌍 Global📚 Peer-reviewed · JournalEnergy Exploration & Exploitation2026#HydrogenDOI
Nano-architected catalysts for water splitting, fuel cells, and energy storage: Design strategies, challenges, and industrial scale-up
Raman Kumar, Ankit Sharma, Gitanjali Gupta +6
This review provides a roadmap for nanocatalyst design strategies (morphology, alloying, heterostructuring) for water splitting, fuel cells, and energy storage. It discusses industrial scale-up, techno-economic analysis, and the role of AI/…
🌍 Global📚 Peer-reviewed · JournalCarbon Neutralization2026#HydrogenDOI
Protonic Ceramic Electrolysis Cells for Green Energy Conversion: Fundamental Characteristics, Key Components, and Application Potential
Ziyi Zhu, Jinpeng Liu, Jie Xiao +4
This review provides a comprehensive assessment of protonic ceramic electrolysis cells (PCECs) for efficient green hydrogen production at intermediate temperatures. It covers material design, component stability, and system integration, hig…
🌍 Global📚 Peer-reviewed · JournalScientific Reports2026#HydrogenDOI
Techno-economic benchmarking of green hydrogen production using fixed and tracking PV systems: a PVsyst–MATLAB integrated analysis
Ahmad Shah Irshad, Ahmadullah Hilali, Ahmad Bilal Ahmadullah +2
This study compares fixed-tilt and dual-axis tracking photovoltaic (PV) systems for powering hydrogen electrolyzers. The tracking system produces 15,300 kWh annually (36% higher) and achieves lower levelized cost of hydrogen ($4.37/kg vs $5…
🇪🇺 EuropeDatasetZenodo2026#HydrogenDOI
Replication package for "Demand for cooling water reshapes global water-sustainable hydrogen production"
Wortmann, Bernhard, Arenas, Daniel, Winkler, Christoph +3
This replication package provides curated data and Julia code to reproduce the figures and analyses from the article on cooling water demand for hydrogen production. It enables validation of water stress and project capacity overlay inputs,…
PreprintarXiv2026#Hydrogen
Microwave-Stimulated Serpentinization of Olivine for Geological Hydrogen Production
Ansan Pokharel, Terence Musho
This short communication reports an atmospheric-pressure microwave serpentinization experiment on water-saturated olivine. Microwave irradiation produced a ~12-fold increase in hydrogen concentration and an apparent rate increase from ~2 pp…
2026#HydrogenDOI
Synergy of secondary energy resource utilization and hydrogen technology for reducing the carbon footprint of industrial thermal units
A. Kolienko, Olena Gupalo, R. Akhmednabiev
This paper examines the synergistic effect of combining secondary energy resource utilization (e.g., waste heat, byproduct fuels) with hydrogen technology to reduce the carbon footprint of industrial thermal units. It evaluates technical sy…
🇨🇳 China📚 Peer-reviewed · JournalGreen Energy & Environment2026#HydrogenDOI
Emerging Flexible Sensor Technologies for In-Situ Monitoring in PEMFCs: A Comprehensive Review
Tao Luo, Yingying Dai, Jinyang Le +7
This comprehensive review examines flexible sensor technologies for in-situ monitoring of proton exchange membrane fuel cells (PEMFCs), which are critical for hydrogen-based clean energy. It categorizes intrusive and non-intrusive sensing m…
📚 Peer-reviewed · JournalJournal of Energy Chemistry2026#HydrogenDOI
Highly dispersed nano-VN on porous carbon with low-valent transformation for efficiently boosting hydrogen storage of magnesium hydride
Haiyi Wan, Haotian Guan, Junqi Qiu +4
This study synthesizes highly dispersed vanadium nitride (VN) nanoparticles on porous carbon, using low-valent transformation to significantly enhance the hydrogen storage performance of magnesium hydride (MgH2). The composite material lowe…
🌍 Global📚 Peer-reviewed · JournalPeer Beyond Graduate Research Conference2026#HydrogenDOI
<b>Life Cycle Assessment of Hydrogen</b> <b>Production Pathways Across Canada: Evaluating Methane Pyrolysis</b> <b>as a Transitional Low-Carbon </b><b>Solution</b>
Nika Rezaei, Sylvia Sleep
This study conducts a cradle-to-gate LCA of hydrogen production pathways in Canada, comparing methane pyrolysis, electrolysis, and SMR-CCS. Methane pyrolysis produces solid carbon instead of CO2, enabling potential revenue streams, but requ…