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 · JournalInternational 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-reviewed · JournalNew 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-reviewed · JournalSustainability2026#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-reviewed · JournalChinese 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…
🌍 Global📚 Peer-reviewed · JournalGeoEnergy 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…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Drug Delivery Technology2026#HydrogenDOI
Hydrogen as a Future Fuel for Power Generation: A Global Project-Based Analysis Using MATLAB and IEA Database
Anshul Kushwaha, Jadhav Girish V, Neha Kulshreshtha
This study analyzes global hydrogen power projects using the IEA Hydrogen Projects Database with MATLAB. It finds a sharp increase in projects since 2015, dominance of electrolysis (green hydrogen), and leadership by developed countries lik…
🌍 Global📚 Peer-reviewed · JournalACS Omega2026#HydrogenDOI
Electrofuels for Road, Rail, Maritime, and Aviation Sectors: Assessing the Potential Challenges and Opportunities for Decarbonization
Megalingam Arumugampillai, Hariram Nediyirippil Prakasan, Shanmuga Priya Selvanathan +1
This review assesses electrofuels (e-fuels) for decarbonizing aviation, maritime, rail, and heavy road transport. Production costs are currently high (€3-6/L e-diesel), but scale-up and learning curves could achieve €1.5-3.0/L by 2030 with …
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#HydrogenDOI
Towards the Realization of a Hydrogen Society
水素社会実現に向けて
(著者不明)
This paper discusses the technological and policy challenges and prospects for realizing a hydrogen society. It focuses on Japan's hydrogen strategy and related initiatives, also considering international trends.
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#HydrogenDOI
Challenge to Green Transformation of City Gas through SOEC Methanation Technology Innovation
SOECメタネーション技術革新による都市ガスのグリーントランスフォーメーションへの挑戦
(著者不明)
This paper explores the potential of SOEC methanation technology to achieve green transformation (GX) of city gas. It synthesizes methane from CO2 and hydrogen from renewable energy, contributing to carbon-neutral city gas supply.
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#HydrogenDOI
Towards Building a Hydrogen Society
水素社会構築に向けて
(著者不明)
This paper discusses challenges and strategies for building a hydrogen society. Although specific content is unknown, it is presumed to contribute to decarbonization through hydrogen energy.
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#HydrogenDOI
The Role of Finance in Realizing a Hydrogen Energy Society
8.水素エネルギー社会の実現に向けた金融の役割
(著者不明)
This paper discusses the role of finance in building a hydrogen energy society. It presents specific financing mechanisms and risk assessment methods, and proposes policy frameworks to accelerate capital flows for decarbonization.
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#HydrogenDOI
Accelerating Introduction of e-Methane: Toward Carbon-Neutral City Gas Supply
e-methaneの導入を加速カーボンニュートラルな都市ガス供給に向けて
(著者不明)
This paper discusses accelerating the introduction of e-methane (synthetic methane) for carbon-neutral city gas supply. e-Methane, produced from renewable hydrogen and CO2, can utilize existing gas infrastructure.
🌍 Global📚 Peer-reviewed · JournalEnvironmental Progress & Sustainable Energy2026#HydrogenDOI
Steam reforming of methane and biogas: Thermodynamic and kinetic review for hydrogen production
Ravi Kumar, Anil Kumar
This paper provides a thermodynamic review of steam reforming processes for methane and biogas. It analyzes the effects of CH4 concentration, CO2 concentration, and S/C ratio, showing that increasing S/C ratio enhances CH4 conversion by 70–…
🌍 Global📚 Peer-reviewed · JournalFinance and Credit2026#HydrogenDOI
Financial and economic mechanisms for stimulating hydrogen energy in the context of the global energy transition
Ekaterina A. Arlashchenkova
This paper identifies financial and economic mechanisms to stimulate hydrogen energy in the global energy transition. Using content and comparative analysis, it finds that project financing and public-private partnerships are effective in c…
🌍 Global📚 Peer-reviewed · JournalGreen Chemistry2026#HydrogenDOI
Green hydrogen from water electrolysis: supply chain emissions assessment and net-zero pathways
Sanghyuk Koh, Seokju Kim, Boreum Lee
This study quantifies scope 1-3 emissions for major water electrolysis technologies, revealing that upstream materials and electricity carbon intensity are the dominant factors. Achieving a net-zero grid can reduce lifecycle emissions by 79…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Environmental Science2026#HydrogenDOI
Optimizing hydrogen supply chain networks for climate change mitigation: a multi-objective MILP framework with carbon pricing and geographic advantages
Majdi Argoubi, Khaled Mili
This paper proposes a multi-period MILP model for optimizing hydrogen supply chains, applied to Saudi Arabia (2025-2045). It simultaneously optimizes four production zones, three carriers (compressed H2, liquefied H2, ammonia), and ten dest…
🌍 Global📚 Peer-reviewed · JournalEnergy Reports2026#HydrogenDOI
Solar and wind powered green hydrogen systems: A review
Q Alkhawlani, Sameer Algburi, Salah Sabeeh +2
This review evaluates solar- and wind-powered green hydrogen pathways, covering system design, electrolyser operation, storage, economics, environmental footprints, and policy. It presents a roadmap targeting <$2/kg by 2040 through cost red…
🇺🇸 USA📚 Peer-reviewed · JournalHydrogen2026#HydrogenDOI
The Hydrogen Economy: Progress and Challenges to Future Growth
Ifeanyi Oramulu, Vincent P. Paglioni
This review examines the current state of the hydrogen economy, including production methods (green, blue, gray), applications, and challenges. Green hydrogen offers the cleanest pathway but faces high costs and infrastructure barriers. The…
🌍 GlobalJournal2026#HydrogenDOI
Solid State Hydrogen Storage: Hybrid Materials Exploring the Fundamentals, Challenges, and Integration of Renewable Energy for Sustainability
M. Altaf, J.C. Maurya, AK Haldar
This chapter reviews recent progress in hybrid materials for hydrogen storage, targeting international benchmarks (USDOE 6.5 wt%, FCH JU 6 wt%). It emphasizes synergy between hydrogen and circular economies, highlighting electrolysis as a k…
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#HydrogenDOI
Research Committee Report: Special Committee on Hydrogen Utilization Power Generation Technology for Large-Scale Introduction of Renewable Energy
調査研究委員会レポート:再生可能エネルギーの大量導入に向けた水素利用発電技術調査専門委員会
(著者不明)
This report summarizes the findings of a special committee investigating hydrogen utilization power generation technology to support large-scale renewable energy integration, focusing on grid stability and supply-demand balancing.