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 · JournalEnergy Reviews2025#HydrogenDOI
Opportunities and challenges of latent thermal energy usage in the hydrogen economy
Opolot M.
This paper examines the opportunities and challenges of utilizing latent thermal energy in the hydrogen economy. It explores how heat generated at various stages (production, storage, transport, use) can improve overall energy efficiency, w…
📚 Peer-reviewed · JournalSouth African Journal of Industrial Engineering2025#HydrogenDOI
A Conceptual System Dynamics Model of Green Hydrogen Development in Indonesia’s Energy Transition
Pratama D.R.C.
This paper presents a conceptual system dynamics model for green hydrogen development in Indonesia's energy transition. The model captures interactions between technology, policy, and market factors to analyze hydrogen deployment pathways. …
📚 Peer-reviewed · JournalCommunications Earth and Environment2022#HydrogenDOI
Climate benefit of a future hydrogen economy
Hauglustaine D.
This paper assesses the net climate benefit of a future hydrogen economy, considering production pathways and leakage effects. It highlights the need for policy support for green hydrogen to maximize decarbonization.
📚 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.
📚 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…
📚 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 · 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…
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…
📚 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…
🌍 Global📚 Peer-reviewed · JournalMetals2026#HydrogenDOI
Numerical Modeling of Oxide Scale Formation on Low-Carbon Steel Under Reheating Furnace Conditions Using Hydrogen and Natural Gas Air–Fuel and Oxy-Fuel Mixtures
Mario Herrera‐Ortega, Armin K. Silaen, Nicholas Walla +9
This paper presents a numerical model integrating CFD and oxidation kinetics to predict oxide scale formation on low-carbon steel under hydrogen and natural gas combustion. Validated against experiments, the model achieves ~10% average devi…
📚 Peer-reviewed · JournalJournal of Cleaner Production2026#HydrogenDOI
Visualization approach on the industrial hydrogen-enriched blast furnace for low-carbon ironmaking
Xiangkun Li, Wei Zhang, Henrik Saxén
This paper presents a visualization approach for hydrogen-enriched blast furnaces in industrial ironmaking. It aims to support low-carbon steel production by enabling better understanding and optimization of the hydrogen injection process.
📚 Peer-reviewed · JournalChemical Technology, Control and Management2026#HydrogenDOI
OPTIMIZATION OF RENEWABLE ENERGY-BASED ALKALINE ELECTROLYSIS SYSTEMS FOR SUSTAINABLE HYDROGEN PRODUCTION
S. Bakhramov
This paper presents a comprehensive optimization of alkaline electrolysis systems powered by photovoltaic energy for hydrogen production. It investigates key parameters: KOH concentration (25-30 wt%), temperature (25-80°C), current density …
📚 Peer-reviewed · JournalRevista Kawsaypacha Sociedad y Medio Ambiente2026#HydrogenDOI
Social Perception of Green Hydrogen Production in Patagonia, Argentina
Rosaura Etcheguia, M. J. Pascualone
This study surveys social perceptions of green hydrogen production via wind-powered electrolysis in Argentine Patagonia. Results from 134 respondents indicate strong awareness and positive views, with emphasis on local economic benefits and…
PreprintResearch Square2026#HydrogenDOI
Digital Twin and Machine Learning-Based Diagnostics for PEM Electrolyzer
Diop M, Skorek AW, Moustapha Diop M
This paper proposes a hybrid system combining digital twin and machine learning for real-time anomaly detection in PEM electrolyzers. Using Azure Machine Learning, it predicts current, voltage, and hydrogen flow rate, visualized in a digita…