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.
🌍 GlobalJournalMicro2026#HydrogenDOI
Nanomaterials in the Hydrogen Economy: A Narrative Review of Production, Storage, Carbon Capture and Commercialisation
Sharif Hussein Sharif Zein
A narrative review assessing 22 nanomaterial classes across hydrogen production, storage and carbon capture on a maturity axis. Of 19 classified, 14 remain lab-only, three reach pilot and only two reach field/commercial evidence. Cost data …
Peer-reviewedJournalEnergy2026#HydrogenDOI
Operation of Low-Carbon Hydrogen-Battery Enabled Networked Microgrids Using Affine-Policy-Based Distributed Robust Optimization
Zuqing Zheng, Zhao Yang Dong, Hongming Yang +6
Proposes an operation method for networked microgrids combining low-carbon hydrogen and battery storage. Uses affine-policy-based distributed robust optimization to handle renewable uncertainty while optimizing grid operation. An engineerin…
Peer-reviewedJournalNature2026#HydrogenDOI
Hydrogen Derivatives Enable Cost-Effective Carbon Neutrality in China
Xinyu Chen, Xinyang Guo, Xi Yang +2
This paper argues that hydrogen derivatives (e.g., green ammonia and methanol) offer a cost-effective pathway to carbon neutrality in China. It likely analyzes how deploying hydrogen carriers can lower decarbonization costs. Details are una…
Preprint🇪🇺 EuropeZenodo2026#HydrogenDOI
Keynote: Early-Stage Operating Experience with a 3 MW PEM Electrolyser
Wallner, Christian
A keynote reporting early operating experience with a 3 MW PEM electrolyser, framed within Austria's push for climate-neutral industry. It argues that transformation requires innovation plus industry-science-policy cooperation, balancing en…
Peer-reviewedJournal#Hydrogen
Hydrogen Derivatives Enable Cost-Effective Carbon Neutrality in China.
(著者不明)
This work appears to show that hydrogen derivatives (e.g. ammonia, methanol) offer a cost-effective pathway to carbon neutrality in China. It argues hydrogen carriers can reconcile decarbonization with economic feasibility. Details are unav…
Peer-reviewedJournalProceedings of the National Academy of Sciences of the United States of America2024#HydrogenDOI
Texas: A green hydrogen hub to decarbonize the United States and beyond
Lin H.
This work frames Texas as a potential green hydrogen hub capable of decarbonizing the US and beyond. It centers on leveraging the state's abundant renewable resources to build hydrogen supply capacity and its industrial and export spillover…
Peer-reviewedJournalIndustrial & Engineering Chemistry Research2026#HydrogenDOI
Decoupling the
Impact of Key Industrial Operating
Conditions on the Stability of CoP Alloy Catalysts for the Alkaline
Hydrogen Evolution Reaction
Sha Bai, Yi-Hang Hu, Zhao-Hui Wu +7
Using CoP as a model electrocatalyst, this study decouples how key industrial operating conditions affect durability for alkaline green hydrogen production. Reverse current was the dominant degradation driver, causing irreversible phase tra…
Conference2026 10th International Conference on Power Energy Systems and Applications (ICoPESA)2026#HydrogenDOI
Toward Aviation Decarbonization: Assessing the Feasibility and Energy Requirements of Hydrogen-Electric Synergy for Airport Energy System
Kun-Qi Xu, Pei-Xiao Fan, Meng Liu +3
Proposes a hydrogen-electric synergy framework to assess airport energy transition feasibility. A physics-based model maps flight missions to electricity and hydrogen demand, with mode selection by distance, payload, and turnaround time. Ap…
CN2026 IEEE 6th New Energy and Energy Storage System Control Summit Forum (NEESSC)2026#HydrogenDOI
A Study on Comprehensive Benefits from an Electricity-Heat-Hydrogen Triple-Coupling Green Energy Island
Bu-Qi Zhu, Qing Tong, Jiang-Hui Zhang +3
A project-level assessment of the Baotou Green Energy Island evaluates an electricity-heat-hydrogen coupled system. It accommodates 524 GWh of renewable electricity annually and cuts about 149,900 tCO2 per year. Without incentives the proje…
CNConference2026 12th International Conference on Energy Materials and Electrical Engineering (ICEMEE)2026#HydrogenDOI
A Measurement Model for Assessing the Development Potential of Regional Green Hydrogen-Ammonia-Methanol Industries
Guo-Shan Yang, Chen Yang, Chao-Ran Li +3
This paper develops a five-dimension, 15-indicator model to assess regional development potential for green hydrogen, ammonia, and methanol industries. It combines an improved efficacy coefficient method with AHP-entropy weighting, adds DEM…
Conference2026 10th International Conference on Power Energy Systems and Applications (ICoPESA)2026#HydrogenDOI
Optimal Scheduling Strategy of Hydrogen-Electric Integrated Energy Hubs in Green Airport
Chen-Xuan Zhang, Pei-Xiao Fan, Yang Zhu +3
This paper reframes airports as hydrogen-electric integrated energy hubs, using real flight data to reconstruct a 24-hour baseline load by exploiting battery-swapping and hydrogen-storage flexibility. A Soft Actor-Critic reinforcement learn…
Peer-reviewed🇪🇺 EuropeJournalApplied Sciences2026#HydrogenDOI
Novel Waste-to-Energy and Sector Coupling Strategies Integrating Green Hydrogen for Urban District Decarbonization
L. Pompei, Axel Riccardo Massulli, F. Nardecchia +2
This study evaluates an integrated multi-energy system for decarbonizing an urban district in Rome, combining biogas CHP, heat pumps, PV, green hydrogen, methanation, and a 5th-generation district heating network. Three hydrogen blending sc…
Peer-reviewedJournalHydrogen2026#HydrogenDOI
Green Hydrogen for Steel Decarbonization: A Comparative Review Between Asia and Brazil
Lucas de Almeida Rezende, Victor Arruda Ferraz de Campos, J. Silveira +1
This comparative review examines how Asia's steel powerhouses (China, India, Japan, South Korea), producing 70% of global output, can decarbonize coal-reliant blast furnaces via green hydrogen from renewables. It contrasts this with Brazil,…
Peer-reviewedJournalEnergy Conversion and Management2026#HydrogenDOI
Optimization of LOHC systems using machine-learning-based surrogate models for integrated low-carbon hydrogen and power supply in cement production
Carlos Prieto, Luis Felipe Sánchez, Antonio Sánchez +3
This work optimizes LOHC (liquid organic hydrogen carrier) systems for integrated low-carbon hydrogen and power supply to cement production, using machine-learning surrogate models to accelerate system design. It links hydrogen supply chain…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Investigation of low-carbon operational characteristics of H2-enriched combustion in an industrial I-type radiant tube
Liang Hu, Fuyong Su, Shengnan Wei +1
This study investigates the low-carbon operational characteristics of hydrogen-enriched combustion in an industrial I-type radiant tube burner. It aims to clarify combustion behavior and operating conditions that support industrial furnace …
Peer-reviewedJournalINTERNATIONAL JOURNAL OF ENGINEERING AND MODERN TECHNOLOGY2026#HydrogenDOI
Scenario-Based Planning for Hydrogen Infrastructure and Trade in Nigeria: Navigating Policy, Technology, and Sustainability Uncertainties
Abubakar Usman Raji
A scenario framework for Nigeria's hydrogen infrastructure and trade, comparing green, blue and grey production pathways on cost, emissions and infrastructure. Using an impact-uncertainty matrix, it builds four scenarios (Hydrogen Leap, Pol…
PreprintZenodo (CERN European Organization for Nuclear Research)2026#HydrogenDOI
One regulatory zero, different carbon outcomes in Europe's hydrogen market
Juan Navalón Fernández
Under EU renewable-fuel rules, two electricity schedules can both receive zero electricity-GHG attribution yet differ by 239.465 tCO₂eq MW⁻¹ yr⁻¹ in modelled generation emissions—still 146.295 when using identical electricity on every date.…
ADIPEC2026#HydrogenDOI
Green Energy Hub Enabled by E-Methanol P2X Floater: Integrating Offshore Carbon Logistics with Flexible Power-To-Fuel Synthesis
Li Ma, Tang Sookkwan, Ai-Xiang Pan +2
This paper presents a conceptual design and techno-economic assessment of an integrated offshore green energy hub coupling a floating power-to-x unit with offshore wind and solar. Onboard electrolysis produces hydrogen that is combined with…
Peer-reviewedJournalCurrent Research in Civil and Mechanical Engineering2026#HydrogenDOI
A Strategy for Decarbonizing the Global Energy Sector through a Phased Transition to Hydrogen
A. Pilipenko
This paper proposes a phased decarbonization pathway centered on hydrogen, acknowledging continued fossil-fuel reliance. Stage one replaces natural gas or coal in thermal plants with hydrogen from methane pyrolysis; later stages shift to gr…
Peer-reviewedJournalADIPEC2026#HydrogenDOI
Green Hydrogen will Only Reach Cost Parity Once Electrolyzers are Engineered to Survive Cheap, Intermittent Renewable Electricity
Hen Dotan, Rotem Arad, Anan Garzuzi +1
Falling renewable electricity prices alone do not deliver cost-parity green hydrogen because conventional electrolyzers were built for baseload power. Under variable load, AWE suffers shunt-current and gas-crossover losses, while PEM faces …