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-reviewedJournalAngewandte Chemie International Edition2024#HydrogenDOI
Chaotropic Nanoelectrocatalysis: Chemically Disrupting Water Intermolecular Network at the Point-of-Catalysis to Boost Green Hydrogen Electrosynthesis
Ng L.S.
This work introduces a chaotropic nanoelectrocatalysis strategy that chemically disrupts the intermolecular hydrogen-bonding network of water at the catalytic site to boost green hydrogen electrosynthesis. By engineering water structure nea…
Peer-reviewedJournalEnergies2024#HydrogenDOI
Estimating Greenhouse Gas Emissions from Hydrogen-Blended Natural Gas Networks
Paglini R.
This work estimates greenhouse gas emissions from natural gas networks blended with hydrogen. Hydrogen blending into existing gas infrastructure is a pillar of many decarbonization pathways, so per-blend emission accounting matters for both…
Peer-reviewedJournalEnergy Conversion and Management2026#HydrogenDOI
Hydrogen-driven smart energy districts in hot climates: Coupling passive, active, and water synergies for net-zero carbon cities
Es-sakali N.
This study examines hydrogen-driven smart energy districts in hot climates, coupling passive design, active systems, and water synergies toward net-zero carbon cities. Specific methods and findings are unavailable as no abstract was provide…
Conference2026 International Conference on Smart Energy Systems and Technologies (SEST)2026#HydrogenDOI
Privacy-Preserving Low-Carbon Power and Hydrogen Transactive Energy Management for Virtual Energy Hub Plants
Ali Noutash, Amin Mansour Saatloo, Gregorio Muñoz-Delgado +1
Proposes a virtual energy hub plant (VEHP) aggregating multiple energy hubs for joint electricity-market participation and transactive trading of electricity and green hydrogen. An ADMM-based distributed optimization preserves hub privacy a…
CNConference2026 IEEE 22nd International Conference on Automation Science and Engineering (CASE)2026#HydrogenDOI
Long-Term Optimal Planning for a Hydrogen-Based Industrial Energy System Considering the Randomness of Renewable Energy*
Jin-Shu Yang, Jiang Wu, Zhan-Bo Xu +3
This paper proposes a long-term optimal planning method for a hydrogen-based industrial energy system under renewable randomness. Using a non-homogeneous Poisson process and Itô process to generate long-term wind/PV scenarios, it analyzes p…
Peer-reviewed🌍 GlobalJournalSocial Science Review Archives2026#HydrogenDOI
Green Hydrogen Economics: Investment Opportunities and the Future of Global Energy Transition
Kainat, Sidra Mariyam, Aneesa Ajmal +1
This paper examines the economics of green hydrogen in hard-to-abate sectors such as steel, fertilizer, chemicals, shipping, aviation, and long-duration storage. Drawing on IEA, IRENA, IPCC, and World Bank data, it identifies high productio…
CNConference2026 6th Power System and Green Energy Conference (PSGEC)2026#HydrogenDOI
Low-Carbon Economic Optimization Method for Electric-Gas-Hydrogen Coupled Parks Based on Integrated Energy Flow-Carbon Flow Tracin
Luo-Quan Wang, Dan-Hao Wang, Hui-Rong Zhao +1
Proposes an optimization method for electric-gas-hydrogen coupled industrial parks that traces energy and carbon flows in an integrated manner. It aims at low-carbon, cost-effective operation by making carbon flows visible across a multi-en…
Peer-reviewedJournalColloids and Surfaces A Physicochemical and Engineering Aspects2026#HydrogenDOI
Carbon Support Morphology-Dependent In-Liquid Transfer and Formation of RF-Sputtered Platinum-Carbon Nanohybrids for Electrocatalytic Evaluation
Chandrakanth Reddy Chandraiahgari, Gloria Gottardi, Giorgio. Speranza +5
A materials-science study examining how carbon support morphology governs the in-liquid transfer and formation of RF-sputtered platinum-carbon nanohybrids, with electrocatalytic evaluation. It offers fundamental insights relevant to electro…
Peer-reviewedJournalSustainable Computing Informatics and Systems2026#HydrogenDOI
Intelligence-Theory-Aware Sustainable Computational Coordination for Carbon-Neutral Smart Energy Communities Integrating Renewable Hydrogen under Multi-Market Trading
Peyman Zare, Hossein Shayeghi, Babak Mohamadi
Proposes an intelligence-theory-aware computational coordination approach for carbon-neutral smart energy communities that integrate renewable hydrogen under multi-market trading. The framework coordinates trading across markets while incor…
Peer-reviewedJournalRenewable and Sustainable Energy Reviews2026#HydrogenDOI
Hydrogen valleys: Advancing the hydrogen economy through decarbonization, energy flexibility, and sector coupling
Yan Xu, Hanny Zurina Hamzah, Xuan Yang
This work examines how hydrogen valleys advance the hydrogen economy through decarbonization, energy flexibility, and sector coupling. It focuses on integrating hydrogen supply and demand within regional clusters and cross-industry linkages…
Peer-reviewedJournalAlexandria Engineering Journal2024#HydrogenDOI
A review of water electrolysis for green hydrogen generation considering PV/wind/hybrid/hydropower/geothermal/tidal and wave/biogas energy systems, economic analysis, and its application
Awad M.
This review surveys water electrolysis technologies for green hydrogen production, integrating them with PV, wind, hybrid, hydropower, geothermal, tidal/wave, and biogas energy systems. It compares electrolyzer types, economic analyses, and…
🌍 GlobalReportResearch Handbook on Climate Change and Infrastructure Law2025#HydrogenDOI
Infrastructure needs for the hydrogen economy: A South Australian case study
Pettit J.
This paper examines the infrastructure requirements for building a hydrogen economy through a South Australian case study. It outlines production, transport and storage needs in a renewable-rich region and draws implications for policy and …
Peer-reviewedJournalJournal of Energy Storage2023#HydrogenDOI
Carbon net zero transition: A case study of hydrogen storage in offshore salt cavern
Abreu J.F.
This paper presents a case study of hydrogen storage in offshore salt caverns as a pathway toward carbon net zero. Large-scale, low-cost storage is a critical enabler for hydrogen and surplus renewable power, and salt caverns are a leading …
Peer-reviewedJournalHydrogen2026#HydrogenDOI
Hydrogen in the Energy Transition: Technological Maturity, Challenges and the Expectation–Reality Gap
Armando Manuel Muchimba, Fabiano Fernandes Bargos, E. C. Romão
This study synthesizes hydrogen's role as an energy carrier through a systematic literature review, integrating production pathways, Technology Readiness Levels, challenges, and prospects. Decarbonization contribution depends heavily on the…
Peer-reviewedJournalProcesses2026#HydrogenDOI
Multi-Site Planning of Renewable Energy Bases and Green Hydrogen–Ammonia Production Systems: A Stochastic Location and Capacity Optimization Approach
Wen-Cheng Wu, Yi-Min Wu, Xin-Da Shen +3
This paper proposes a multi-site stochastic planning framework where dispersed renewable energy bases jointly supply a green hydrogen–ammonia production base via inter-site transmission. A two-stage stochastic program solved by multi-cut Be…
Peer-reviewedJournalEnergy Conversion and Management2022#HydrogenDOI
Design of multistage fixed bed reactors for SMR hydrogen production based on the intrinsic kinetics of Ru-based catalysts
Lee J.
An engineering study presenting a design methodology for multistage fixed bed reactors for steam methane reforming (SMR) hydrogen production, incorporating intrinsic kinetics of Ru-based catalysts. It quantitatively links catalyst performan…
Peer-reviewedJournalHydrogen Switzerland2026#HydrogenDOI
Integrated Spatial and Multiperiod Optimization of Morocco’s Green Hydrogen Supply Chain Using Mixed Integer Linear Programming and a FlexSim/FloWorks Based Digital Twin Simulation
Mrabti R.N.
This study integrates mixed-integer linear programming (MILP) for spatial and multiperiod optimization of Morocco's green hydrogen supply chain with a FlexSim/FloWorks-based digital twin simulation. It offers a framework to optimize siting,…
Peer-reviewedJournalEuropean Physical Journal Plus2026#HydrogenDOI
Janus 2D Ag2CdP2S3X3 (X=O,Se,Te) Monolayers as High-Performance Photoelectrodes for Solar-Driven Green Hydrogen Generation: A First-Principles Perspective
Chafai A.
A first-principles study evaluating Janus 2D Ag2CdP2S3X3 monolayers as photoelectrode materials for solar-driven green hydrogen. Band structure and optical absorption suggest promising photoelectrochemical performance. Findings remain theor…
Peer-reviewed🇪🇺 EuropeJournalRenewable Energy2025#HydrogenDOI
Keep it local and safe: Which system of green hydrogen production in Germany is accepted by citizens?
Buchner J.
This study empirically examines which green hydrogen production systems German citizens accept. It suggests that localness and perceived safety are key drivers of acceptance, offering implications for the social legitimacy of hydrogen deplo…
PreprintResearch Square2026#HydrogenDOI
Coordinated Optimal Scheduling Method for Electricity Hydrogen Coupled System Based on Dynamic Behavior of Electrolyzer
Liang¹ D, Song¹ J, Ke¹ S +6
This paper proposes a coordinated optimal scheduling method for electricity-hydrogen coupled systems that captures the dynamic behaviors of PEM electrolyzers (thermal inertia, temperature, start-stop), rather than assuming constant efficien…