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 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…
📚 Peer-reviewed · JournalInteractions2026#HydrogenDOI
Blue hydrogen: A viable pathway toward a low-carbon future
Tatnkam Ernest Jefferson, Sravendra Rana, Nilanjana Banerjee
This paper discusses blue hydrogen, produced from natural gas with carbon capture and storage, as a viable pathway toward a low-carbon future. It examines technical challenges, costs, and the need for policy support.
CNDatasetZenodo (CERN European Organization for Nuclear Research)2026#HydrogenDOI
Data and code related to the manuscript "Climate-Driven Electricity-Hydrogen Networking Accelerates Cost-Competitive Carbon Neutrality in Chinese Cities"
Zhongfan Gu
This dataset accompanies a manuscript showing that climate-driven electricity-hydrogen networking can accelerate cost-competitive carbon neutrality in Chinese cities. It provides modeling data for integrating hydrogen infrastructure with re…
CN📚 Peer-reviewed · JournalCommunications Earth & Environment2026#HydrogenDOI
Climate-driven electricity-hydrogen networking accelerates cost competitive carbon neutrality in Chinese cities
Zhongfan Gu, Guangsheng Pan, Wei Gu +5
This paper demonstrates that a climate-driven electricity-hydrogen network can accelerate cost-competitive carbon neutrality in Chinese cities. By integrating climate data with energy system modeling, it identifies optimal combinations of r…
📚 Peer-reviewed · JournalRevista Acadêmica Online2026#HydrogenDOI
GERENCIAMENTO DE CONTRATOS EM PLANTAS DE HIDROGÊNIO VERDE E FONTES DE ENERGIA RENOVÁVEL: VANTAGENS E DESVANTAGENS DOS MODELOS EPC, EPCM, PPA E HPA
Albérico Paulo Maciel
This paper comparatively analyzes contract models (EPC, EPCM, PPA, HPA) for green hydrogen and renewable energy plants in Brazil. Through two case studies in Pernambuco, it evaluates advantages and disadvantages of each model, concluding th…
📚 Peer-reviewed · JournalChemRxiv2026#HydrogenDOI
The Critical Bottleneck of Minerals: How Supply Constraints Pivot the UK Net-Zero Transition from Electrification to Hydrogen
Mohammad Hemmati, Vassilis M. Charitopoulos
This study analyzes the impact of critical mineral supply constraints on the UK's 2050 net-zero target. Using an integrated model with 13 minerals across 24 technologies, it finds baseline demand of 18 Mt minerals (70%+ imported). Tightenin…
📚 Peer-reviewed · JournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Multi-objective optimization of combined steam and dry reforming for low-carbon hydrogen production: Balancing techno-economic performance and environmental sustainability
Young Wook Ryu, Seolhwa Yun, S Kim +4
This study performs multi-objective optimization of combined steam and dry reforming for low-carbon hydrogen production, balancing techno-economic and environmental performance. It identifies optimal conditions supporting hydrogen decarboni…
📚 Peer-reviewed · JournalEnergy Materials2026#HydrogenDOI
Innovative strategies to significantly boost photocatalytic hydrogen production: from high-performance photocatalysts to potential industrialization
Hongbo Cui, Chengjie Chen, Xutong Lu +3
This review comprehensively covers recent strategies to enhance photocatalytic hydrogen production for industrialization. It discusses morphology optimization, metal hybridization, interface engineering, and emerging materials like 2D trans…
🌍 Global📚 Peer-reviewed · JournalAngewandte Chemie2026#HydrogenDOI
Direct Seawater Hydrogen Evolution via Atomically Precise Regulation of Interfacial pH and Ion‐Water Interactions
Zhipu Zhang, Shanshan Lu, Qisheng Yan +7
This study reports a pH-gradient-mediated interfacial engineering strategy using atomically precise platinum nanoclusters to enhance the activity and stability of direct seawater electrolysis for hydrogen production. The self-organized liga…
🇪🇺 Europe📚 Peer-reviewed · JournalMetallurgical Research & Technology2026#HydrogenDOI
Experimental evaluation of a flexible natural gas and hydrogen burner in the electric arc furnace
Lilly Schulte, A. Reinicke, T. Echterhof +2
This paper experimentally demonstrates that substituting natural gas with hydrogen in electric arc furnace (EAF) auxiliary burners can reduce CO2 emissions by up to 27%. Tests at 50 kW pilot and 4 MW industrial scale show no hydrogen pickup…
📚 Peer-reviewed · JournalEnvironmental technology2026#HydrogenDOI
β-alumina and green H2 production from discarded aluminum foil via a novel refined hydrolysis-calcination pathway process
Afef Bouazizi, Salah Jellali, I. Bekri-Abbes
This study presents a novel integrated hydrolysis-calcination process to valorize aluminum multilayer packaging waste, producing green hydrogen (97.5% yield) and β-alumina solid electrolyte simultaneously. The low-temperature, zero-waste pr…
CN📚 Peer-reviewed · JournalProcesses2026#HydrogenDOI
Economic Analysis of Nuclear Power Peak Shaving Based on AEL Hydrogen Production
Jiaoshen Xu, Ge Qin, Chengcheng Zhang +4
This paper analyzes the economic feasibility of coupling nuclear power with alkaline electrolysis (AEL) hydrogen production for peak shaving, using Guangdong Province's 2035 power system as a case study. Results show that flexible peak-shav…