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-reviewedJournalEnergy Materials2026#HydrogenDOI
TiO<sub>2</sub>-based photoreforming of alcohols as an alternative pathway for low-carbon H<sub>2</sub> evolution
Ribeiro N. Ribeiro, Kamila R. M. Amaral, Jaqueline C. Desordi +9
This review summarizes the fundamentals of alcohol photoreforming using TiO2-based photocatalysts for low-carbon hydrogen production. It systematically compares C1-C6 alcohols, analyzing how molecular complexity affects hydrogen evolution a…
Peer-reviewedJournalAdvances in Applied Energy2026#HydrogenDOI
Powering Megawatt Electrolyzers for Low-Carbon Hydrogen Production
Meng Tao, Kelvin Tan, Adarsha Bohara
This paper examines powering megawatt-scale electrolyzers for low-carbon hydrogen production, focusing on integration with renewable energy and efficiency improvements.
Peer-reviewedJournalFuel2026#HydrogenDOI
Advancing decarbonization strategies: a techno-economic study of hydrogen-based SOFC cogeneration systems
Wang Yang, Yue Dai, Yue Shen +1
This study presents a techno-economic analysis of hydrogen-based solid oxide fuel cell (SOFC) cogeneration systems, evaluating capital costs, operational efficiency, and potential contributions to decarbonization targets.
Peer-reviewedJournalScientific Reports2026#HydrogenDOI
Hydrogen-assisted nannochloropsis sp. microalgae biodiesel to operate cleaner diesel engines.
K. Sathasivam, Ilhami Colak, J. Arunprasad +4
This paper investigates the use of hydrogen as a combustion aid in diesel engines fueled with Nannochloropsis sp. microalgae biodiesel, aiming to reduce emissions and improve engine efficiency.
Peer-reviewedJournalEnvironmental Science Advances2026#HydrogenDOI
Evaluation of operational strategies for underground hydrogen storage in depleted gas fields under diverse geological scenarios: Guidelines for site screening and development planning
A. Loyola, R. Farajzadeh, D. Voskov +2
This paper evaluates operational strategies for underground hydrogen storage in depleted gas fields, providing guidelines for site screening and development planning under diverse geological scenarios. Large-scale seasonal hydrogen storage …
Peer-reviewedJournalHydrogen2026#HydrogenDOI
From Barriers to Enablers: A Multi-Evidence Strategic Framework for Green Hydrogen Adoption in Conflict-Affected Developing Economies: The Case of Palestine
Abdelnaser Dwaikat, S. Abu-Eisheh, Ammar Alkhalidi
This study develops and validates a strategic framework for green hydrogen adoption in conflict-affected developing economies, using Palestine as a case. Integrating AHP, PLS-SEM, TOPSIS, and an SDG Contribution Index, it finds that technic…
Peer-reviewedJournalScientific Reports2026#HydrogenDOI
Hydrogen-driven digital transactions market under carbon oracles and green transportation in energy sustainable societies under social stakeholders.
Babak Mohamadi, A. Dejamkhooy, Hossein Shayeghi +2
This paper proposes a conceptual framework for a hydrogen-driven digital transactions market integrated with carbon oracles and green transportation to achieve energy sustainable societies. It discusses the role of social stakeholders but l…
Peer-reviewedJournalScientific Works2026#HydrogenDOI
Modern technologies and prospects for hydrogen transportation: challenges, solutions and role in the development of hydrogen energy
Ramiz Taghiyev, Gulshan Abdullayeva
This paper provides a comprehensive comparative analysis of key hydrogen transportation methods, including gaseous high-pressure, liquefied cryogenic, and chemical carriers such as ammonia, methanol, and LOHC. It evaluates technological fea…
Peer-reviewedCNJournalBuildings2026#HydrogenDOI
Resilience Assessment of Building Hydrogen Energy Systems Under Extreme Climates: Environmental-Economic Synergistic Optimization Based on Emergy and Dynamic Simulation
Xiaoting Zhai, Junxue Zhang, A. Asutosh +1
This study develops an integrated optimization framework coupling dynamic simulation and emergy analysis to assess resilience of building hydrogen energy systems under extreme heat waves and grid failure. The Pareto front yields 127 non-dom…
Peer-reviewedJournalJournal of Coal Chemistry2026#HydrogenDOI
The genesis of iron smelting: from crystallisation to green smelting
I. Shulga, I.O. Gubareva, E. I. Kotlyarov
This paper explores low-carbon pathways for Ukraine's post-war steel industry reconstruction. It advocates shifting from traditional blast furnaces to hydrogen-based direct iron reduction, and discusses the need for new hydrogen production …
Peer-reviewedJournalJournal of Physics: Conference Series2026#HydrogenDOI
Modelling and Simulation of On-Board Hydrogen Production Using Ammonia as A Feed For 2 x 1200 HP Marine Tugboat
Aniq Luthfi, Y. Budhi
This study designs a 2x1200 HP fuel-cell marine propulsion system using hydrogen from ammonia decomposition, simulated in Aspen Plus. Optimal reactor dimensions (0.5m length, 0.1m diameter, 30 tubes) were found. Two fuel configurations were…
Peer-reviewed🌍 GlobalJournalSustainable Marine Structures2026#HydrogenDOI
Techno-Economic Feasibility of Hydrogen Fueled Marine Freight in Coastal Supply Chains
Suleiman Ibrahim Mohammad, Sultan Alaswad Alenazi, Badrea Al Oraini +5
This study evaluates the techno-economic feasibility of hydrogen-powered ships in coastal freight. It finds economic viability when carbon taxes exceed $90/ton and green hydrogen costs below $4/kg, with 75-90% lifecycle emission reductions.…
Peer-reviewed🇪🇺 EuropeJournalClimate Law2026#HydrogenDOI
Regulating Hydrogen-Based Fuels in the EU Maritime Sector
Kelsey Pailman
This paper analyzes EU and IMO legal frameworks for hydrogen-based fuels in maritime shipping, identifying regulatory challenges. Using the Hydrogen Prism framework, it evaluates cohesiveness, risk mitigation, and compliance, calling for al…
Peer-reviewed🇨🇳 ChinaJournalAdvances in Applied Energy2026#HydrogenDOI
Reshape Resilient Geothermal–Green Hydrogen Islands for Carbon Neutral Future
Zhengguang Liu, Yitong Shang, Jing‐Chun Feng +1
This perspective proposes a geothermal-green hydrogen framework for resilient energy islands, conceptualizing operational resilience as a measurable, controllable dynamic property enabled by digital sensing and adaptive control. Green hydro…
Peer-reviewed🇨🇳 ChinaJournalJournal of Alloys and Compounds2026#HydrogenDOI
M (M = Co, Zn)-modified Ni2P with carbon coating grown on Ni foam as efficient electrocatalysts for overall water splitting under fluctuating power
Long Xie, Jiaxuan Guo, Tianhao Wang +2
This study develops M (Co, Zn)-modified Ni2P electrocatalysts with carbon coating on Ni foam for overall water splitting under fluctuating power. The catalysts show high efficiency and durability, promising for green hydrogen production usi…
Peer-reviewed🌍 GlobalJournalCircular Economy and Sustainability2026#HydrogenDOI
“From Carbon Burden to Credit: Microalgae-Driven Green Hydrogen as a Climate-Positive Energy Pathway”
Priyanshu Prasad, Balasubramanian Kandasubramanian
Microalgae-driven green hydrogen production offers a climate-positive pathway by absorbing CO2 while generating hydrogen. This paper discusses its technological potential and implications for carbon credit generation.
DatasetZenodo2026#HydrogenDOI
Techno-Economic Optimization of Hydrogen-Integrated Combined Cycle Power Plants under Carbon Pricing
Huynh, Thi Ngoc Thuong, Nguyen Thi, My Hien, Nguyen Ngoc Hung +4
This paper examines techno-economic optimization of hydrogen-integrated combined cycle power plants under carbon pricing. It analyzes the effects of hydrogen co-firing rates and carbon prices, proposing optimal operational strategies.
Peer-reviewedJournalJournal of Interdisciplinary and Multidisciplinary Research2026#HydrogenDOI
Spatio-Temporal Multi-Criteria Optimization Framework for Strategic Siting of Large-Scale Solar–Hydrogen Hybrid Plants: A Case Study of India (Rajasthan–Gujarat Corridor)
Kunj Kumar Dubey, Sujeet Kumar Singh, Bhim Kumar Mahato
This study proposes a spatio-temporal optimization framework for siting large-scale solar-hydrogen production facilities, combining AHP, Starfish Optimization Algorithm, and Monte Carlo simulation. Applied to high-potential regions in India…
🌍 GlobalCommunications Sustainability2026#HydrogenDOI
Demand for cooling water reshapes global water-sustainable hydrogen production
B. Wortmann, Daniel Arenas, C. Winkler +3
This paper analyzes the impact of cooling water demand on the sustainability of hydrogen production. It highlights trade-offs between water consumption and clean hydrogen output, emphasizing regional water availability constraints.
Peer-reviewedJournalScience Advances2026#HydrogenDOI
Asymmetric Ru─O sites in self-activated catalysts for efficient electrochemical methanol oxidation and industrial-scale hydrogen generation.
Yujun Guo, Xueqin Mu, Yifan Zhang +10
This paper reports a RuOx@Mo(Mn)Ox catalyst for efficient methanol electrooxidation coupled with hydrogen production. It achieves 1000 mA/cm2 at low voltages, >98% Faradaic efficiency, and over 300 hours stability. Demonstrates potential fo…