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 · JournalEnvironmental Progress & Sustainable Energy2026#HydrogenDOI
Machine learning–assisted multi‐objective optimization of hydrogen‐integrated nanoparticle biodiesel blends for sustainable diesel engine decarbonization
Kaushal Rajput, Osama Khan
This study optimizes biodiesel blends from Pontederia crassipes with hydrogen and nanoparticles for diesel engines using ANN-k means clustering. Titanium dioxide emerged as the best nanoparticle, achieving 33% brake thermal efficiency, 240 …
📚 Peer-reviewed · JournalNATURAL SCIENCES2026#HydrogenDOI
Hydrogen to Power: Exploring Current Developments and Future Challenges
Md Shafiullah, Muhammad Ahmad, Youssef Awda +4
This review explores the potential of hydrogen energy storage for advancing electric power systems, critically identifying challenges in hydrogen storage, materials, thermal management, infrastructure, and policy. It offers recommendations …
🌍 Global📚 Peer-reviewed · JournalNano Futures2026#HydrogenDOI
Roadmap on nanomaterials and processes for renewable energy devices – state of the art and challenges
Eduardo Gracia‐Espino, Thomas Wågberg, Tugce Ustunel +14
This roadmap reviews the state of the art for three key reactions in sustainable energy transformation: water electrolysis for hydrogen, CO2 reduction for electrofuels, and nitrogen reduction for ammonia. It covers current status, challenge…
📚 Peer-reviewed · JournalCase Studies in the Environment2026#HydrogenDOI
GIS-Based Spatial Assessment of Co-Located Solar–Green Hydrogen and Industrial Wastewater Reuse Systems: A Case Study of Karachi
Irtaza Bashir Raja, Yasir Ahmad, Tariq Feroze +1
This paper uses GIS to evaluate co-locating solar-green hydrogen with industrial wastewater reuse at a textile facility in Karachi, Pakistan. It shows spatially integrated deployment improves energy reliability, reduces freshwater withdrawa…
📚 Peer-reviewed · JournalApplied Energy2026#HydrogenDOI
Optimal design and sizing of hybrid multi-electrolyzer systems for renewable energy driven green hydrogen in P2H systems
Ahmed Babiker, Ijaz Ahmed, A. Al-Awami +3
This paper proposes an optimal design and sizing methodology for hybrid multi-electrolyzer systems in renewable-powered green hydrogen production for P2H systems. It contributes to improving efficiency and reducing costs in power-to-hydroge…
📚 Peer-reviewed · JournalRenewable & Sustainable Energy Reviews2026#HydrogenDOI
Techno-economic analysis of integrated renewable energy and water treatment strategies for green hydrogen development in North Africa: The Moroccan case study
Hamza Khaldi, Fatima El Bakkari, M. Boulakhbar +1
This paper presents a techno-economic analysis of integrated renewable energy and water treatment for green hydrogen production in Morocco, considering local solar and wind resources and water scarcity. It evaluates optimal system configura…
📚 Peer-reviewed · JournalBiomass and Bioenergy2026#HydrogenDOI
Decarbonization potential in Southeast Asia through hydrogen production from waste biomass
Ahsan Farooq, Haseeb Akbar, Shabbir H. Gheewala
This study explores the decarbonization potential of hydrogen production from waste biomass in Southeast Asia. It suggests that utilizing local biomass resources for hydrogen production could contribute to greenhouse gas reduction.
📚 Peer-reviewed · Journal2026#HydrogenDOI
In-Situ Hydrogen Generation from Iron-Rich Sandstone During CO2 Injection: A Novel Pathway for Low-Carbon Hydrogen Production
Ahmed Fatah, Abdullah Alqubalee, Ahmed Al-Yaseri
This experimental study demonstrates that CO2 injection into iron-rich sandstone at 75°C triggers geochemical reactions that generate hydrogen (0.22 wt% in gas phase). The findings suggest a novel pathway combining geological CO2 storage wi…
📚 Peer-reviewed · Journal2026#HydrogenDOI
Sustainable Conversion of Produced Water into Biohydrogen and Biochar for Low-Carbon Oilfield Operations
M. Al Balushi, M. Qyyum, K. H. Almahrami +5
This study proposes an integrated system for converting petroleum produced water into biohydrogen via sequential dark and photo-fermentation, with biochar production from excess sludge for CO2 sequestration. It is the first comprehensive st…
🇪🇺 Europe📚 Peer-reviewed · JournalBollettino della Società Geografica Italiana2026#HydrogenDOI
rete internazionale dell'idrogeno low carbon
Domenico De Vincenzo
Low-carbon hydrogen is key to global decarbonization, but building international infrastructure faces technical, economic, and geopolitical constraints. This paper analyzes national strategies and announced projects to map the possible stru…
🌍 Global📚 Peer-reviewed · ConferenceSPE Conference at Oman Petroleum & Energy Show2026#HydrogenDOI
White Hydrogen Exploration: A Geologic Roadmap to Scalable Decarbonization
Shahjahan Khan, Nadeem Ahmad
This paper examines white hydrogen as a low-cost, clean energy source that could accelerate the energy transition. It reviews global exploration cases and proposes a phased roadmap for Pakistan, using geological analogues. White hydrogen co…
📚 Peer-reviewed · JournalFrontiers in Sustainable Energy Policy2026#HydrogenDOI
Assessing the environmental and socio-economic challenges and opportunities for the green hydrogen economy in South Africa
G. E. Olifant, S. Mathetsa
This paper critically examines the environmental and socio-economic impacts of green hydrogen development in South Africa, identifying challenges and opportunities. As Africa's largest GHG emitter, South Africa can use green hydrogen to dec…
PreprintZenodo2026#HydrogenDOI
e-Hydrogen Cost Optimizer
Vazquez-Sanchez, Holkan, Zhao, Chengcheng, Echegoyen-Lopez, Monserrat +2
A Python-based techno-economic optimization and life cycle assessment tool for e-hydrogen production, enabling user-defined cost and environmental impact analysis.
🌍 Global📚 Peer-reviewed · JournalEcoEnergy2026#HydrogenDOI
Achievement of Transition Metal Chalcogenides/Oxides in Hydrogen Production by Seawater Electrolysis
Xiaohui Du, Xinyu Li, Jianna Li +1
This review systematically summarizes the application of transition metal chalcogenides (TMCs)/oxides in hydrogen production via seawater electrolysis. It discusses optimization strategies (dopant, heterojunction, defect engineering) and st…
📚 Peer-reviewed · JournalEPJ Web of Conferences2026#HydrogenDOI
Comparative Performance Evaluation of Solar and Wind based Electrolysis Systems for Green Hydrogen Production
Naveed Anwar, Muhammad Samee Baig, Enfel Barkat +1
This paper compares solar and wind-powered electrolysis systems for green hydrogen production via MATLAB simulations. The wind system produces approximately 110 kg of hydrogen per day with stable output, while the solar system generates 80 …
🌍 Global📚 Peer-reviewed · JournalEnergy Science & Engineering2026#HydrogenDOI
Feasibility of Wind‐Powered Green Hydrogen Production via a Hybrid Graph Neural Network‐Transformer Forecasting Model
Iman Baghaei, Mojtaba Mirhosseini, Alireza Zahedi
This study proposes a hybrid GNN-Transformer model for long-term wind speed forecasting critical for green hydrogen site planning. Using NASA climate data, the GNN-Transformer improved MAE by 30% over standard Transformers, while a GNN-GRU …
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Energy Research2026#HydrogenDOI
Solar Dish Collectors for Hydrogen Production: A Review
Ali Sulaiman Alsagri, A. Alrobaian
This review surveys solar dish collectors for hydrogen production, comparing thermochemical cycles, high-temperature electrolysis, and multigeneration systems. It identifies key challenges in materials, integration, and economics for scalin…
🇨🇳 China📚 Peer-reviewed · JournalEnergy Conversion and Management2026#HydrogenDOI
A low-carbon emissions co-production system for methanol and hydrogen based on complementary utilization of methane steam reforming and bi-reforming of methane
Z. Huang, Wei Han, Zepeng Han +1
This study proposes a co-production system for methanol and hydrogen that integrates methane steam reforming and bi-reforming of methane to achieve low carbon emissions. The system aims to improve energy efficiency and reduce greenhouse gas…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Power Sources2026#HydrogenDOI
Low-temperature fabrication of proton exchange membrane fuel cell carbon papers with high mechanical strength and high performance
Haipeng Guo, Hailun Zhou, Mingyang Liu +6
This paper presents a low-temperature fabrication method for carbon papers used in proton exchange membrane fuel cells, achieving high mechanical strength and performance. It contributes to improving fuel cell efficiency and reducing costs.
📚 Peer-reviewed · JournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Numerical study of high-H2 operation and gas injection strategies to enhance shaft furnace performance for low-carbon ironmaking
Yang Fei, Mohammad Fazli, Shibo Kuang +5
This numerical study investigates high-H2 operation and gas injection strategies to improve shaft furnace performance for low-carbon ironmaking. It presents technical pathways for decarbonizing the steel industry.