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.
📚 Peer-reviewed · JournalEnergies2026#HydrogenDOI
Optimal Scheduling of Weak-Grid Green Ammonia Systems Based on ALK–PEM Electrolyzer Coordination
Limin Cheng, Xu Ji
This paper presents a mixed-integer linear programming scheduling model for green ammonia systems integrating ALK-PEM hybrid electrolyzers under weak-grid conditions with high renewable variability. The model optimizes unit commitment and h…
📚 Peer-reviewed · JournalNanoscale2026#HydrogenDOI
Ru-Anchored Heterojunction Catalyst: Synergistic Modulation of Electronic Structure for Efficient Hydrogen Evolution Reaction
Rong Qin, Yifan Tang, Yunhu Han
This paper develops a Ru-anchored heterojunction catalyst for the hydrogen evolution reaction in PEM water electrolysis. By synergistically modulating the electronic structure, it achieves activity and stability comparable to expensive Pt, …
📚 Peer-reviewed · JournalJournal of Materials Chemistry A2026#HydrogenDOI
Decoupled Green Hydrogen Production Using Platinum Free Catalysts in a Bicarbonate Electrolyte
Luís Pinho, Mark Potter, Kathryn E. Toghill
This paper presents a novel approach for decoupled water splitting using earth-abundant catalysts in bicarbonate electrolyte. The decoupled cell design allows hydrogen and oxygen production at separate times, facilitating integration with i…
📚 Peer-reviewed · JournalInternational journal of hydrogen energy2026#HydrogenDOI
Corrigendum to “Optimal planning of renewable energy park for green hydrogen production using detailed cost and efficiency curves of PEM electrolyzer” [Int J Hydrogen Energy 79 (2024) 44592]
Yuli Astriani, W. Tushar, Mithulananthan Nadarajah
This corrigendum corrects errors in the original paper on optimal planning of a renewable energy park for green hydrogen production. The corrections mainly involve cost and efficiency curves of PEM electrolyzers, improving model accuracy.
2026#HydrogenDOI
Technical report on the design, organisation and evaluation of the Citizens' Forums on Green Hydrogen and Its Alternatives in Gabès
(著者不明)
This report describes the design, organization, and evaluation of citizens' forums on green hydrogen and alternatives in Gabès, Tunisia. Using UCL's Citizens' Assembly Toolkit, it adapted participatory methods to a restrictive civic space. …
PreprintZenodo2026#HydrogenDOI
HCTGS Deutschland v26.Can the North Sea Save Climate and Industry Even at +3°C?
Mehmetaj, Ilir
This theoretical paper proposes the HCTGS Deutschland system: 30 towers in the North Sea and Baltic Sea generating 618 TWh/year electricity, 4.22 Mt/year green hydrogen, and 30 Mm³/day freshwater via a magnesium-seeded steam vortex. It clai…
PreprintResearch Square2026#HydrogenDOI
Structurally complex Al-Si eutectic structure to resist hydrogen embrittlement in 3D-printed Al alloy
Yang S, Fangnon E, Suman S +7
This study investigates hydrogen embrittlement resistance in 3D-printed AlSi10Mg alloy. It identifies an amorphous Al-Si eutectic structure formed during rapid solidification that preferentially traps hydrogen, leading to more homogeneous d…
📚 Peer-reviewed · JournalJournal of Superconductivity and Novel Magnetism2026#HydrogenDOI
Energy Applications of Metallic and Oxide Superconductors Enabled by Hydrogen Cryomagnetics
B A Glowacki
This paper discusses the use of hydrogen cryomagnetics to enable energy applications of metallic and oxide superconductors. It focuses on improving energy efficiency in power transmission and magnetic applications, contributing indirectly t…
🌍 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…