GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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🇨🇳 ChinaJournalFuel2026#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-reviewedJournalInternational 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-reviewedJournalTransformative 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-reviewedJournalEnergy 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-reviewedJournalInteractions2026#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…
Peer-reviewedCNJournalCommunications 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-reviewedJournalRevista 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-reviewedJournalChemRxiv2026#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-reviewedJournalInternational 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-reviewedJournalEnergy 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…
Peer-reviewed🌍 GlobalJournalAngewandte 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…
Peer-reviewed🇪🇺 EuropeJournalMetallurgical 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-reviewedJournalEnvironmental 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…
Peer-reviewedCNJournalProcesses2026#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…
Peer-reviewedJournalNano-Micro Letters2026#HydrogenDOI
Pulsed Dynamic Water Electrolysis: Mass Transfer Enhancement, Microenvironment Regulation, and Hydrogen Production Optimization
Xuewei Zhang, Wei Zhou, Xiaoxiao Meng +7
This review comprehensively covers pulsed dynamic electrolysis (PDE) for hydrogen production via water electrolysis, driven by renewable energy. It elucidates the regulatory mechanisms of frequency, duty cycle, and amplitude on hydrogen evo…
Peer-reviewedJournalAdvanced Functional Materials2026#HydrogenDOI
Re3P4/ReS2 Heterostructure With Bidirectional Electron Flow via Ohmic Contact for Enhanced pH‐Universal Hydrogen Evolution
Dong Zhang, Hao Fu, Chengang Pei +9
A unique Re3P4/ReS2 Ohmic contact heterostructure achieved pH-universal HER with low overpotentials (40-94 mV) and stability for 90 h. DFT calculations show interfacial charge redistribution optimizes adsorption energies. An AEMWE with this…
Peer-reviewedJournalScientific Reports2026#HydrogenDOI
Optimization of a wet-cell electrolyzer for efficient oxyhydrogen (HHO) gas production: a step towards sustainable green energy solutions
N. H. Fayez, M. Qenawy, H. M. Mustafa +3
This study systematically investigates design and operational parameters of a wet-cell HHO generator to maximize efficiency. Among four configurations, the optimized Delta design achieved a peak HHO flow rate of 3.4 L/min with specific ener…
Peer-reviewedJournalEngineering Reports2026#HydrogenDOI
Research on Capacity Allocation and Optimal Scheduling Method of Virtual Power Plant Considering Independent Energy Storage
Liyong Sun, Zhe Du, Yangyang Ge +3
This paper proposes a Virtual Power Plant (VPP) with hydrogen storage replacing batteries, using an alkaline electrolyzer wide power adaptation model (5%-130%) and MPC-based two-stage dispatch. Results show 35.15% lifecycle cost reduction, …
Peer-reviewedJournalSustainability2026#HydrogenDOI
Research on Integrated Energy System Optimal Operation Considering Electrolyzer Dynamic Operation and Lifetime Degradation
Ning Wang, Weihao Niu, Teng Zhang
This paper proposes an optimization method for integrated energy systems that considers the dynamic operation and lifetime degradation of alkaline and PEM electrolyzers. By linearizing the hydrogen production rate, the model becomes a mixed…