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-reviewedJournalInternational Transactions in Operational Research2026#HydrogenDOI
A hybrid robust‐stochastic optimization approach for green hydrogen production planning under wind power forecast uncertainty
Victor Spitzer, C. Gicquel, E. Gurevsky +3
This paper minimizes energy purchase costs for a green hydrogen plant connected to uncertain wind power and the grid. It uses a lot-sizing model with a hybrid robust-stochastic approach to handle time-correlated uncertainty. Simulations on …
Peer-reviewed🌍 GlobalJournalGlobal Research in Environment and Sustainability2026#HydrogenDOI
Green Hydrogen Manufacturing Techniques in India: A Comprehensive Techno-economic, Policy, and Industrial Assessment for Sustainable Energy Transition
Nandagopal Paramesh, G. Venkataramana
This study comprehensively assesses green hydrogen manufacturing in India, finding alkaline electrolysis dominant while PEM offers better renewable integration. Production costs are projected to fall from $4-6/kg in 2025 to $1.5-2/kg by 203…
Peer-reviewed🇺🇸 USAJournalEnvironmental Research: Energy2026#HydrogenDOI
Uncertainty in life cycle emissions of blue hydrogen affects project eligibility for U.S. clean hydrogen tax credits
Ioana Iacob, M. G. Morgan, V. Karplus +1
This study extends the 45VH2-GREET model to assess uncertainty in lifecycle GHG emissions of blue hydrogen across four U.S. Hydrogen Hub regions. It finds electricity grid mix has the largest impact on emissions, fugitive methane is critica…
Peer-reviewed🌍 GlobalJournalJournal of Cleaner Production2026#HydrogenDOI
Techno-economic and risk-adjusted assessment of PV–wind–hydrogen hybrid energy systems in Morocco: Towards cost-effective low-carbon electricity supply
Sara El Hassani, Fakher Oueslati, Firyal Latrache +3
This study assesses the techno-economic and risk-adjusted performance of PV-wind-hydrogen hybrid systems in Morocco, demonstrating cost-effective low-carbon electricity supply and the potential for integrating renewables with hydrogen.
🇪🇺 EuropeJournalLecture notes in mechanical engineering2026#HydrogenDOI
Influence of Biofilm-Induced Clogging on Biomethanation in Underground Hydrogen and CO$$_2$$ Storage
N. Eddaoui, Saı̈d Aniss, M. Panfilov
This study investigates how biofilm-induced clogging affects biomethanation in underground hydrogen and CO2 storage. It identifies key factors influencing storage efficiency and stability, contributing to the practical implementation of und…
JournalLecture notes in networks and systems2026#HydrogenDOI
Towards a Decarbonized Life: Impact of Fuel Cell Performance Parameters
H. Neddar
This paper examines the impact of fuel cell performance parameters on decarbonization. It analyzes how improvements in fuel cell efficiency can contribute to a low-carbon society. Specific findings are unclear, but it appears to support the…
Peer-reviewed🇨🇳 ChinaJournalEnergy & Environmental Science2026#HydrogenDOI
Unlocking multi-stage flexibility enables cost-competitive hydrogen-based steelmaking in China
Yuezhang He, Zhenqian Wang, Mohamed Atouife +7
This study demonstrates that coordinating multi-stage flexibility across the hydrogen-based steelmaking chain reduces costs and reconfigures systems toward strategic overcapacity and flexible load-shifting under variable renewable supply, e…
Peer-reviewed🌍 GlobalJournalNature Communications2026#HydrogenDOI
Health and economic impacts of improved air quality from transitioning global shipping energy to hydrogen
Qi Ran, Benjamin Gaubert, T. Fang +1
This study quantifies the health and economic co-benefits of transitioning global shipping to hydrogen using an integrated modeling framework. Hydrogen adoption could avert approximately 129,500 premature deaths annually and save $306 billi…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Data-driven distributionally robust dispatch of a hydrogen-integrated virtual power plant: Valuing green hydrogen carbon credits and heterogeneous demand response
Hongchun Shu, Cheng Zhang, Botao Shi +3
This paper applies data-driven distributionally robust optimization to the dispatch of a hydrogen-integrated virtual power plant (VPP), incorporating the value of green hydrogen carbon credits and heterogeneous demand response uncertainties…
🌍 GlobalJournalKing Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)2026#HydrogenDOI
Low-Carbon Hydrogen Production from Methane Pyrolysis: Technology Prioritization under Uncertainty, Life-Cycle Assessment, and Export Competitiveness for Saudi Arabia
Haytham Hamad Alhamed
This thesis evaluates methane pyrolysis for low-carbon hydrogen production, integrating techno-economic analysis, life-cycle assessment, uncertainty analysis, and export competitiveness. Comparing fluidized-bed, molten-metal, and molten-sal…
🇪🇺 EuropeJournalPureMUL2026#HydrogenDOI
Experimental Insights into Caprocks for Underground Hydrogen Storage and the Energy Transition
Joel Bensing
This paper experimentally investigates caprock behavior for underground hydrogen storage (UHS), addressing key challenges for safe and efficient hydrogen containment. The findings support the feasibility of large-scale hydrogen storage, a c…
Peer-reviewedJournalEnvironmental Research Letters2024#HydrogenDOI
Temporal regulation of renewable supply for electrolytic hydrogen
Zeyen E.
This paper focuses on the temporal regulation of renewable energy supply for electrolytic hydrogen production, analyzing how supply variability can be managed through operational strategies and policy. By combining renewable output fluctuat…
Peer-reviewedJournalChemical Engineering Research and Design2024#HydrogenDOI
Optimal hydrogen infrastructure planning for heat decarbonisation
Efthymiadou M.E.
This paper proposes an optimal planning method for hydrogen infrastructure to decarbonize heat demand. It derives infrastructure deployment considering costs and emission reduction effects, tailored to regional characteristics. The findings…
Peer-reviewedJournalIEEE transactions on energy conversion2026#HydrogenDOI
Nuclear-Powered Hybrid Energy System for Clean Hydrogen Production: Time-Step-Optimized Real-Time Multi-Domain Hardware Emulation
Weiran Chen, Xinyu Zhao, V. Dinavahi
This paper proposes a framework for real-time co-simulation of nuclear (SMR) and renewable energy systems for clean hydrogen production. It develops an adaptive method for selecting optimal time-steps across heterogeneous physical domains, …
2026 3rd International Symposium on New Energy Technologies and Power Systems (NETPS)2026#HydrogenDOI
Dynamic Hydrogen Pricing and Day-Ahead Scheduling for Green Power Direct-Connected Hydrogen Production Under Electricity Spot Price
Meng-Jia Zhuge, Jun Liu, Jun Xu +2
This paper proposes a dynamic pricing and day-ahead scheduling method for green hydrogen production directly connected to renewable power, considering electricity spot prices. It optimizes both hydrogen price and production schedule to bala…
Peer-reviewedJournalIEEE transactions on engineering management2026#HydrogenDOI
A Scenario-Based Two-Stage Optimal Sequential Operation of Green-Hydrogen-Integrated Island Hybrid Energy System Network
Boyu Liu, Ahmed S. Musleh, Guo Chen +3
This paper proposes a two-stage optimization model for scheduling hydrogen carrier vessels (HCV) and island hybrid energy systems, integrating green hydrogen production, storage, and distribution. The first stage uses scenario-based stochas…
Peer-reviewed🌍 GlobalJournalnpj Computational Materials2026#HydrogenDOI
Target-driven discovery of metal hydrides using a high-throughput computational framework: from operational targets to sustainability assessment
Renato Belli Strozi, Caroline Binde Stoco, Otávio Abreu Pedroso +4
A high-throughput computational framework integrating CALPHAD calculations and multi-criteria decision analysis identifies promising metal hydrides for hydrogen storage in the Ti-V-Cr-Nb system. The top-ranked alloy, Ti20V12.5Cr20Nb47.5, wa…
Peer-reviewedJournalJournal of Materials Engineering and Performance2026#HydrogenDOI
Recent Trends and Future Prospects in Hydrogen Energy Storage Technologies: The Key to a Green Energy Transition
Shashi Sharma, Ravika Vijay
This paper reviews recent trends and future prospects in hydrogen energy storage technologies, highlighting their role in the green energy transition. It discusses technical advances, challenges, and the potential contribution to integratin…
🇪🇺 EuropeDatasetZenodo2026#HydrogenDOI
Trade‑based assessment of value‑chain vulnerability in green hydrogen production - Numerical results
Bianchi, Marco
This dataset provides numerical results from a trade-based assessment of value-chain vulnerability in green hydrogen production. It quantifies vulnerability indicators at product, stage, and system levels, enabling detailed risk analysis ac…
🇨🇳 ChinaDatasetScience Data Bank2026#HydrogenDOI
Scandium Doping Enhanced Photocatalytic Overall Water Splitting over Strontium Titanate
Zheng Hanyue, Lv Gongxuan
This study demonstrates that Sc-doped SrTiO3 photocatalyst achieves an apparent quantum efficiency of 95.11% at 365 nm and a hydrogen evolution rate of 6.32 mmol/h/g under full-spectrum irradiation. Sc doping compensates Ti3+ defects and pr…