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 · JournalSmall2026#HydrogenDOI
Sulfonated Graphitic Carbon Nitride/UiO‐66‐NH <sub>2</sub> Infused PVDF‐ <i>co</i> ‐HFP‐Tailored Zwitterionic Membranes for Low‐Humidity Hydrogen Fuel Cells and Vanadium Flow Batteries
Pratyush Patnaik, Sk Miraz Hossain, Ritika Sharma +2
This study develops a multifunctional membrane for both hydrogen fuel cells and vanadium flow batteries. By grafting zwitterionic groups onto PVDF-co-HFP and incorporating UiO-66-NH2 and sulfonated graphitic carbon nitride, the membrane ach…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy Research and Social Science2025#HydrogenDOI
Palm trees, energy security and green hydrogen futures: Tourists' views on Mallorca's low carbon transition
Brennan N.
This paper investigates tourists' perceptions of Mallorca's low-carbon transition and green hydrogen futures. It explores the balance between energy security and sustainable tourism, highlighting the role of social acceptance in regional de…
📚 Peer-reviewed · JournalNature Communications2026#HydrogenDOI
Carbon mesopore depth engineering boosts the performance of low-platinum fuel cells
Chang‐Song Ma, Kai Chen, Zi-rui Li +11
This study investigates carbon mesopore depth engineering to enhance low-platinum fuel cell performance, showing improved efficiency and durability for hydrogen energy applications.
📚 Peer-reviewed · JournalInternational journal of mathematical, engineering and management sciences2026#HydrogenDOI
Comparative Analysis of Time Series Forecasting Models for Predicting Hydrogen Fuel-Related Stock in the Indian Market
Angel Mary Jais, Nandhini Haribabu Muthuvel, Sunanda Saha +2
This study compares time series and ML models (ARIMA, LSTM, CatBoost, XGBoost, LightGBM) for predicting stock movements of Indian hydrogen-related companies. LSTM showed best short-term accuracy, LightGBM provided robust performance. Highli…
📚 Peer-reviewed · JournalElectrochem2026#HydrogenDOI
Effect of Carbon Black, Carbon Nanotubes and Carbon Nanohorns on Electrochemical Performance of FeCoN/C Catalyst in Low Concentration Direct Ammonia Fuel Cells
Muhammad Javed Iqbal, Li-Wei Tseng, Fa-Cheng Su +2
This study optimizes carbon supports for FeCoN catalysts in direct ammonia fuel cells. Carbon black (XC-72R) outperforms carbon nanotubes and carbon nanohorns, achieving the highest power density of 71 mW/cm2 with low resistance. The findin…
📚 Peer-reviewed · JournalChemNanoMat2026#HydrogenDOI
Enhanced Hydrazine Electrooxidation Using Ni–Zr/Multiwalled Carbon Nanotube Nanocomposites as Low‐Cost Anode Catalysts
Bilwadal Dutta, Chandan Kumar Raul, Koushik Pakhira +2
This study synthesizes Ni-Zr/MWCNT nanocomposite catalysts via wet chemical method and evaluates their hydrazine electrooxidation performance. The Ni50Zr50 composition achieves the highest current density of 96.35 mA/cm² with low activation…
📚 Peer-reviewed · JournalFractal and Fractional2026#HydrogenDOI
Cascaded Optimized Fractional Controller for Green Hydrogen-Based Microgrids with Mitigating False Data Injection Attacks
Nadia A. Nagem, M. Aly, Emad A. Mohamed +3
This paper proposes a novel cascaded fractional-order controller (1+TID/FOPIDF) for load frequency control in green hydrogen-based microgrids, designed to mitigate false data injection attacks. The controller parameters are optimized using …
📚 Peer-reviewed · JournalACS Applied Polymer Materials2026#HydrogenDOI
Photoreforming of Plastic Waste: Connecting the Dots for Green and Efficient Upcycling Systems within a Circular Economy
Angela P. Abad-López, Carlos David Grande‐Tovar
This review synthesizes the state of the art in plastic photoreforming from 2018 to 2025, identifying correlations between key process parameters and H2 production yields. It provides a holistic framework connecting pretreatment methods, ph…
📚 Peer-reviewed · JournalJournal of Energy Chemistry2026#HydrogenDOI
Breaking the activity-stability trade-off in Fe–N–C Oxygen reduction electrocatalysts by engineering high-density FeN4 sites embedded in carbon layers
Shuo Wang, Jian Yang, Yuyi Chu +7
This study breaks the activity-stability trade-off in Fe-N-C oxygen reduction electrocatalysts by engineering high-density FeN4 sites embedded in carbon layers, achieving high performance and durability for fuel cells, supporting efficient …
🌍 Global📚 Peer-reviewed · JournalChemSusChem2026#HydrogenDOI
MoS2-Based Electrocatalysts Across Major Water-Related Energy Reactions: Advances, Challenges, and Future Prospects.
Merin Sebastian, Zhoveta Yhobu, Alex Schechter +1
This review provides an integrated perspective on recent advances in MoS2-based electrocatalysts for water splitting and fuel cell reactions: hydrogen evolution, oxygen evolution, oxygen reduction, and hydrogen oxidation. It discusses strat…
📚 Peer-reviewed · JournalACS Omega2026#HydrogenDOI
Advanced Nb-Based MOF-Supported Co/Pt Nanocatalyst for Sustainable Hydrogen Production from Sodium Borohydride
Giovana Barros Magalhães, Tatianny de Araujo Andrade, R. Moreira +3
This study reports a novel niobium-based MOF-supported Co–Pt nanocatalyst for hydrogen generation from sodium borohydride, achieving a high hydrogen generation rate of 3214 mL min–1 g–1 and low activation energy of 17.45 kJ mol–1, contribut…
📚 Peer-reviewed · Conference38th International Conference on Efficiency Cost Optimization Simulation and Environmental Impact of Energy Systems ECOS 20252025#Hydrogen
CAN BLUE HYDROGEN AND COMBINED CYCLE SYSTEMS WORK TOGETHER TO REDUCE CO2 EMISSIONS?
Morales M.J.M.
This study evaluates the potential of integrating blue hydrogen with combined cycle power systems to reduce CO2 emissions. It highlights that optimizing hydrogen production with CCS and power generation efficiency is crucial from both techn…
🇪🇺 Europe2026#Hydrogen
Shared Renewable Allocation and Hydrogen Flexibility in Local Energy Markets: A Market Design Perspective
P. Mochi, M. Korpaas
This paper proposes a coordinated local electricity-hydrogen market framework, analyzing how renewable access rules affect hydrogen participation and system behavior. Using a Norwegian energy community case, six regulatory cases are compare…
PreprintSSRN#Hydrogen
Towards Net Zero: Policy and Financial Frameworks for Hydrogen ...
(著者不明)
This paper examines the role of hydrogen in achieving net-zero targets and supporting policy and financial frameworks. It analyzes national hydrogen strategies, subsidies, and private investment trends, highlighting challenges in effective …
🇨🇳 ChinaJournal2026#HydrogenDOI
Metal–Organic Frameworks for Hydrogen and Methane Storage
J L Zhang, Kai Zhang, Jiandong Pang +1
This chapter reviews recent progress in metal-organic frameworks (MOFs) for hydrogen and methane storage. MOFs' high surface area and tunable pores make them promising for efficient gas storage, supporting the energy transition.
DatasetFigshare2026#HydrogenDOI
Elucidating Activity-Stability Trade-offs in Nano-Fingerprint Carbon Anchoring Single Atoms and Clusters in Oxygen Reduction Reaction
Chen, Zheng
This study elucidates the trade-off between activity and stability of single atoms and clusters in oxygen reduction reaction (ORR) on nano-structured carbon supports, offering design principles for advanced catalysts in fuel cells.
Materials Research Proceedings2026#HydrogenDOI
Modeling and Optimizing Green Hydrogen Integration for Electrical Power Supply: Academic Facility at Al Akhawayn University, Ifrane
Fahd Bouallou
This study examines green hydrogen integration for an academic building in Morocco. A Python simulation models a system combining PV, electrolyzers, hydrogen storage, and fuel cells. Economic metrics (NPC, LCOE, payback) and technical indic…
Conference2026 5th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE)2026#HydrogenDOI
Evaluating Renewable–Hydrogen Hybrid Microgrids for Remote Island Electrification in Bangladesh
Md. Esmay Azam, Shaikh Tafriha Anika, M. Ali +2
This paper evaluates a renewable-hydrogen hybrid microgrid for a remote island in Bangladesh, achieving a cost of energy of $0.108/kWh and net negative CO2 emissions of -31.7 kg/year, highlighting the potential of hydrogen integration for r…
CNConference2026 5th International Conference on Smart Grid and Green Energy (ICSGGE)2026#HydrogenDOI
Research on Unified Clearing Model and Scenario Applications for Electricity-Hydrogen-Carbon Synergy in Green Electricity-to-Hydrogen Production
Zhongzheng Li, Mengke Liao, Yan Wang +4
This paper proposes a unified clearing model for electricity, hydrogen, and carbon markets in the context of green hydrogen production from electricity. Through scenario analysis, it evaluates the economic viability, carbon reduction potent…
🌍 GlobalMaterials Research Proceedings2026#HydrogenDOI
Digitalization of Hydrogen Energy: The Role of Informatics and Telecommunication in Production and Storage Systems
Hassan Ougraz
This paper proposes a digitalized approach for hydrogen energy systems using IoT, cloud, 5G/6G, digital twins, and AI. The Digital Energy System for Hydrogen (DHES) achieves 84.2% reduction in data latency, 28% improvement in predictive mai…