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.
🌍 Global📚 Peer-reviewed · JournalChemical Communications2026#HydrogenDOI
Demystifying hydrogen evolution: the role of advanced functional materials in powering breakthroughs.
Mariyam Saniya, Sumbul Raza, T. Ahmad
This review explores the principles of overall water splitting, kinetics, reaction conditions, performance metrics, and the role of DFT and enthalpic contributions in catalyst design. It offers actionable strategies for designing industrial…
🌍 Global📚 Peer-reviewed · JournalChemEngineering2026#HydrogenDOI
Application, Challenges and Perspectives of Catalysts Applied in Power-to-X Technology to Produce Hydrogen-Derived Vectors for Energy Transition
María Lorena Malagón-Quinto, H. Reynel-Ávila, D. Mendoza-Castillo +4
This review analyzes catalytic routes for Power-to-X conversion of hydrogen to methane, methanol, ammonia, formic acid, and synthetic fuels. It discusses key catalysts, challenges such as reliance on expensive critical minerals (Ru, Rh), de…
📚 Peer-reviewed · JournalGlobal journal of advanced engineering technologies and sciences2026#HydrogenDOI
ENERGY MANAGEMENT SYSTEMS FOR MULTI-SOURCE MARINE POWER (HYDROGEN + SOLAR + WIND)
Vijay.D.Patil, Eknath.B.Pore, Nilesh.S.Kamthe
This paper investigates an Energy Management System (EMS) for a hybrid marine power system combining hydrogen fuel cells, solar PV, and wind. It analyzes rule-based and optimization-based control strategies, achieving improved energy effici…
📚 Peer-reviewed · JournalJournal of Colloid and Interface Science2026#HydrogenDOI
Selective electrocatalytic nitrobenzene-to-aniline reduction on nickel-cobalt layered double hydroxide via dual-site hydrogen atom transfer.
Jianxiang Shi, Shuquan Huang, Chenyang Xu +2
This study develops a highly efficient and selective electrocatalyst (NiCo-LDH) for nitrobenzene reduction to aniline under neutral conditions, achieving >99% conversion, 98.3% selectivity, and 87.3% Faradaic efficiency using water as a gre…
🌍 Global📚 Peer-reviewed · JournalAdvanced Energy Materials2026#HydrogenDOI
Towards Climate Neutrality by 2050: Role of Aluminum for Short‐ and Long‐Term Energy and Hydrogen Storage
L. Trombetti, Stefano Passerini, Linda Barelli
This perspective argues that aluminum, with its high volumetric energy density, global availability, and full recyclability, is a strategic energy carrier for long-term storage. The aluminum-steam oxidation pathway produces heat and hydroge…
📚 Peer-reviewed · JournalAdvanced Functional Materials2026#HydrogenDOI
Pore Size Effects of Mesoporous N‐Doped Carbon Nanospheres as Advanced Support Material on the Activity of Molybdenum Sulfide Catalysts for the Hydrogen Evolution Reaction
Niklas Ortlieb, Christian Völker, Lars Guggolz +1
Hydrogen is a clean energy carrier but requires active catalysts. This study develops molybdenum sulfide catalysts on mesoporous nitrogen-doped carbon nanospheres, optimizing pore size to 60 nm for best hydrogen evolution performance, with …
📚 Peer-reviewed · JournalInternational journal of automotive technology2026#HydrogenDOI
Sustainable Carbon-Free Fuels: The Potential of Hydrogen/Ammonia and Future Industrialization Strategies: A Review
Byungchul Choi, Inkyu Choi, G. Son
This review comprehensively discusses hydrogen and ammonia as sustainable carbon-free fuels, their potential, and future industrialization strategies. It summarizes their roles in the energy transition towards decarbonization and outlines t…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Photoenergy2026#HydrogenDOI
Technoeconomic Assessment of a Hydrogen‐Integrated Hybrid Microgrid for Island Electrification in Developing Countries
M. Ali, Md. Esmay Azam, Shaikh Tafriha Anika +4
This study assesses a hydrogen-integrated hybrid renewable microgrid for Dublar Char, an off-grid island in Bangladesh. Using HOMER Pro simulations, it achieves an LCOE of $0.108/kWh, LCOH of $8.75/kg, and annual carbon reduction of 31.7 kg…
📚 Peer-reviewed · JournalEnergy Engineering2026#HydrogenDOI
Optimized Operation Method for Microgrid Electricity-Hydrogen Hybrid Energy Storage Considering Electrolyzer Arrays and Energy Management Strategy
He Wang, Yuyan Wang, Jing Bian +1
This paper proposes an optimized operation method for microgrid electricity-hydrogen hybrid energy storage considering electrolyzer arrays and energy management strategy. It uses time series decomposition for seasonal characteristics, intro…
📚 Peer-reviewed · JournalTechnical sciences and technologies2026#HydrogenDOI
Assessing the prospects for hydrogen energy development in Ukraine
V. Zatserkovny, O. Vasyliev
This paper discusses how fossil fuel dependence leads to environmental, climate, and geopolitical issues, and argues that synergy between renewable energy and hydrogen energy is key to achieving carbon neutrality. For Ukraine, hydrogen offe…
📚 Peer-reviewed · JournalSustainability2026#HydrogenDOI
Fairness-Oriented Optimal Energy Management of Hydrogen-Integrated Residential Energy Communities
Burak Şafak, Alper Çiçek
This study proposes a fairness-oriented energy management strategy for residential communities integrating hydrogen technologies. It combines PV, wind, battery, electrolyzer, and hydrogen tank, introducing four fairness indices. A case stud…
📚 Peer-reviewed · JournalIEEE Transactions on Smart Grid2026#HydrogenDOI
Emission and Economy Balanced Dispatching of Integrated Power and Hydrogen Systems via a Tri-Level Robust Optimizer Incorporating Multi-Time Resolution and Carbon Tax
Wenwen Zhang, Gao Qiu, Junyong Liu +3
This paper proposes an integrated power and hydrogen system (IPHS) with full-cycle carbon tax and hybrid energy storage. A tri-level robust optimization model coordinates active distribution network and hydrogen generation station, reducing…
🌍 Global📚 Peer-reviewed · JournalEnergies2026#HydrogenDOI
Offshore Hydrogen, Methanol, and Ammonia Production Review
Onur Otlu, Z. Yumurtacı
This review summarizes technologies for producing hydrogen, methanol, and ammonia from offshore wind. It compares power consumption, efficiency, and levelized costs, concluding that significant R&D is needed to reduce electrolyzer and react…
📚 Peer-reviewed · JournalApplied and Computational Engineering2026#HydrogenDOI
Research on the Integrity of Underground Salt Cavern Hydrogen Storage
Sen Chen, Xinran Yu
This paper reviews key challenges for integrity of underground salt cavern hydrogen storage, including geochemical reactions, microbial activity, and geomechanics. It analyzes risk factors and proposes mitigation methods, providing a system…
🌍 Global📚 Peer-reviewed · JournalEnergy Engineering2026#HydrogenDOI
The Hydrogen Paradigm and Global Hydrogen Transition—Environmental Challenges and Strategic Steps towards a Sustainable Energy System
Melita Srpak, Darko Pavlović, P. Brlek +1
This paper examines the environmental challenges and strategic steps toward a hydrogen economy, highlighting green hydrogen's potential for GHG reduction while gray and blue hydrogen serve as transitional options. It compares policies acros…
🇪🇺 Europe📚 Peer-reviewed · JournalSolarPACES Conference Proceedings2026#HydrogenDOI
Hydrogen Production by Means of Small-Scale Multi-Tower CSP Plants Based on sCO2 Power Cycles and Solid Oxide Electrolysers
Simone Girelli, Marco Ficili, Darío Alfani +6
This study evaluates a 2 MWel small-scale multi-tower CSP plant integrated with solid oxide electrolyzers for green hydrogen production in Sicily, Italy. Numerical simulations show a maximum yearly solar-to-hydrogen efficiency of 16.6%, sur…
📚 Peer-reviewed · JournalInteractions2026#HydrogenDOI
The hydrogen economy: a review of production, utilization, and impact on the fossil fuel industry
Oroos Arshi, Surajit Mondal, Yogesh Chandra Gupta +1
This review paper comprehensively examines the hydrogen economy from the perspectives of production, utilization, and impact on the fossil fuel industry. It covers hydrogen production technologies, storage and transportation, end-use applic…
📚 Peer-reviewed · JournalCONECT. International Scientific Conference of Environmental and Climate Technologies2026#HydrogenDOI
Dynamic Modeling and Experimental Validation of a PEM-Based System Integrated with Renewable Power sources
Nayrana Daborer-Prado, L. Gaisberger
This study develops and experimentally validates a dynamic model of a PEM electrolyzer system integrated with renewable energy. The model comprises four submodels (anode, cathode, membrane, voltage) implemented in MATLAB/Simulink. Validated…
📚 Peer-reviewed · JournalSustainability2026#HydrogenDOI
Deep-Reinforcement-Learning-Based Energy Management for Off-Grid Wind-to-Hydrogen Systems
Bo Zhou, Yuan Gao, Xiaoxu He +4
This paper proposes a deep reinforcement learning-based energy management strategy for off-grid wind-to-hydrogen systems, addressing challenges from fluctuating wind and stochastic loads. By jointly optimizing economic performance and opera…
🌍 Global📚 Peer-reviewed · JournalHydrogen2026#HydrogenDOI
Game-Theoretic Assessment of Grid-Scale Hydrogen Energy Storage Adoption in Island Grids of the Philippines
A. Palanca, C. L. Chao, Kristian July R. Yap +1
This study proposes an integrated LCA-MCDA-Nash equilibrium framework to assess hydrogen energy storage (HES) feasibility in Philippine island grids. The baseline Nash equilibrium favors non-adoption due to limited utility gains and high sw…