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.
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 · JournalSustainability2026#HydrogenDOI
Sustainable Transition of Underground Gas Storage: A Unified Engineering Framework from Methane and Carbon Dioxide to Hydrogen
Xuerui Wang, Zekun Zhang, Jianbo Zhang +2
This review presents a unified engineering framework for transitioning underground gas storage (UGS) from traditional fossil fuel peak-shaving to large-scale renewable energy storage hubs for hydrogen and CO2. It compares formation adaptabi…
🇨🇳 China📚 Peer-reviewed · JournalDOAJ (DOAJ: Directory of Open Access Journals)2026#HydrogenDOI
Optimized Operation of Integrated Energy System Considering Dynamic Hydrogen/Ammonia Co-Firing and Power to Gas (P2G)-Carbon Capture and Storage (CCS) Coupling
GONG Ziyi, MA Hui, MAO Rui, WANG Xin, MIAO Guixi, YUAN Liang
This paper proposes an optimal scheduling model for an integrated energy system integrating dynamic hydrogen/ammonia co-firing with P2G-CCS coupling. Results show that a fixed 20% co-firing ratio minimizes total cost and emissions, while dy…
🇨🇳 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 · JournalFuel2026#HydrogenDOI
Study on the low carbon emission reduction mechanism of blast furnace using DRI as burden coupled with hydrogen-rich gas injection
Wang Zeng, Heng Zhou, Shengli Wu +2
This study elucidates the mechanism of low-carbon emission reduction in blast furnaces through hydrogen-rich gas injection and DRI (direct reduced iron) burden. It provides technical insights for decarbonizing the steel industry and optimiz…
🇨🇳 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.
📚 Peer-reviewed · JournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Two-stage optimal scheduling of a PEMFC-based combined heat and power system for enhanced economic and low-carbon performance
Jiaqiang Wang, Meiling Yue, Jianwen Meng +1
This paper proposes a two-stage optimal scheduling method for a PEMFC-based combined heat and power system to simultaneously improve economic and low-carbon performance. The first stage performs day-ahead planning, and the second stage adju…
📚 Peer-reviewed · JournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Distributionally robust low-carbon economic dispatch for electric-hydrogen coupled system under high-penetration renewables
Xiang Yang, Xinghua Liu, Zhongbao Wei +3
This paper proposes a distributionally robust low-carbon economic dispatch model for an electric-hydrogen coupled system under high renewable penetration. It optimizes operating costs and carbon emissions while addressing uncertainty in ren…
🌍 Global📚 Peer-reviewed · JournalChemical Engineering Journal2026#HydrogenDOI
Molten GaBi catalyst for low-carbon, cost-effective hydrogen via moderate- temperature methane pyrolysis
Junseok Song, Hosik Hahn, Sunghun Kwak +5
A molten GaBi catalyst enables CO2-free hydrogen production at 500–800°C, with the Ga0.11Bi0.89 alloy showing low activation energy (67.2 kJ/mol) and stable operation for 158 h. A 552 ton H2/day plant achieves superior economic and environm…
🌍 Global📚 Peer-reviewed · JournalArabian Journal for Science and Engineering2026#HydrogenDOI
Graphitic Carbon Nitride for Sustainable Low-Temperature Fuel Cells progress Challenges and Future Perspectives
Muhammad Haris Azlan, Siti Hasanah Osman, Norazuwana Shaari +4
This paper reviews recent progress in graphitic carbon nitride (g-C3N4) materials for low-temperature fuel cells, analyzing their sustainability and challenges. It discusses catalyst performance improvements and manufacturing hurdles, offer…
🇨🇳 China📚 Peer-reviewed · JournalCarbon and Hydrogen2026#HydrogenDOI
Ruthenium‐Based Catalysts Supported on Lanthanum and Carbon‐Modified Alumina for Low‐Pressure Ammonia Synthesis
Xiang Li, Guandong Wu, Yufei He +1
This study developed a Ru/Al2O3-La-C catalyst to alleviate hydrogen poisoning in low-pressure ammonia synthesis. At 400°C and 3 MPa, it achieved a 10-fold increase in ammonia yield (4.74 mmol NH3·gcat−1·h−1) compared to unmodified catalyst,…
🇨🇳 China📚 Peer-reviewed · JournalFuel2026#HydrogenDOI
Incorporating low levels of Pt into carbon materials with different pore structures for hydrogen evolution reaction
Zhiwei Zhang, Yong Chen, Zhong Xie +4
This study investigates the incorporation of low levels of platinum (Pt) into carbon materials with varying pore structures to enhance the hydrogen evolution reaction (HER). Despite low Pt content, optimized pore structures achieve high cat…
📚 Peer-reviewed · JournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Efficient low-carbon and high-pressure hydrogen production via membrane-based ammonia cracking
Osamah Siddiqui, Ragad Aldilaijan, Mohammed Albuali +3
This paper presents a membrane-based ammonia cracking process for efficient low-carbon and high-pressure hydrogen production. The method potentially improves energy efficiency and reduces CO2 emissions compared to conventional ammonia crack…
📚 Peer-reviewed · JournalTransformative Energy2026#HydrogenDOI
Methane pyrolysis for low-carbon hydrogen production: A comparative techno-economic analysis
Cinthia Serrato-Arias, Andrew Rowe
This paper provides a comparative techno-economic analysis of methane pyrolysis for low-carbon hydrogen production, evaluating costs and efficiency against conventional methods, highlighting its potential for decarbonizing hydrogen producti…
📚 Peer-reviewed · JournalEnergy Conversion and Management2026#HydrogenDOI
Robust low-carbon planning of regional integrated energy systems with cross-seasonal hydrogen shifting and biogenic carbon recycling
Boling Wu, Yuxin Li, Qi Qian +3
This paper proposes a robust planning framework for regional integrated energy systems that incorporates cross-seasonal hydrogen storage and biogenic carbon recycling to achieve low-carbon goals. The model optimizes system design and operat…