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.
🌍 GlobalDatasetZenodo2026#HydrogenDOI
Retrospectively archived protocol and datasets: A systematic review of hydrogen freight readiness among UK SMEs
Rahman, Samiur, Alkaraan, Fadi, Aly, Doaa
This record archives the protocol and datasets for a PRISMA 2020 systematic review of UK evidence (2021–2025) on hydrogen freight adoption and readiness among SMEs. It includes search records, a full screening matrix, QuADS quality appraisa…
JournalLecture Notes in Mobility2026#EV & TransportDOI
Adapting Road Transport Decarbonization Strategies: A Comparative Study Between Spain, Norway, and the United Kingdom
Rosa Picon-Garcia, Jorge Bañuelos-Gimeno, Carlos Romero +5
This paper compares road transport decarbonization pathways in Norway, Spain, and the UK, focusing on alternative fuel deployment for buses, LDVs, and heavy-duty vehicles. Using an Ambition-Achievement framework, it finds Norway leads in bo…
JournalLecture Notes in Mobility2026#PolicyDOI
An Evaluation Framework for Aviation Decarbonization Strategies and Policies
Marina Efthymiou
This paper develops a multi-criteria evaluation framework for aviation decarbonization policies across six dimensions: mitigation potential, economic efficiency, feasibility, implementation speed, policy credibility, and equity. Applied to …
🇪🇺 EuropeJournalLecture Notes in Mobility2026#EV & TransportDOI
Hybrid Train: Validation Process and Experimentation Insights Regarding Decarbonization and Operation Robustness
Matthieu Renault, Victorien Millet, Julien Décriaud +2
The Régiolis Hybrid project replaced two of four powerpacks in a dual-mode train with high-power Li-ion batteries to recover braking energy and cut consumption by 20%. The train carried passengers for the first time in France, logging over …
🇪🇺 EuropeJournalLecture Notes in Mobility2026#HydrogenDOI
The Role of EU Funding Instruments and IPCEIs in Enabling Maritime Decarbonisation
Paolo Guglia, Caterina Cobino, Andrea Borzacchiello
This paper examines how EU funding instruments (Horizon Europe, Innovation Fund, CEF) and industrial policy support maritime decarbonisation, particularly hydrogen technology adoption. It argues IPCEIs are unique ecosystem-building tools ad…
🇪🇺 EuropeJournalLecture Notes in Mobility2026#EV & TransportDOI
Stakeholder Perspectives in Building and Deployment of Megawatt Charging Systems to Support the Decarbonization of the Heavy-Duty Transport in Europe
Alice Scotti, Khalis Sinaga, Stefanie Van Damme +7
This study systematically reviews stakeholder perspectives on megawatt charging systems (MCS) for heavy-duty transport decarbonization in Europe, drawing on surveys and interviews from EU projects FLEXMCS and MACBETH. It shows that views di…
Peer-reviewed🇺🇸 USAJournalEnvironmental Science & Technology2026#CCUSDOI
Small
Modular Electrochemical
Containers for Decarbonization
of AI Data Centers
Ahmad Hassan, Prince Aleta, Mohsen Afshari +2
This study evaluates Small Modular Electrochemical Containers (SMECs) applying a membraneless two-stage electrochemically mediated amine regeneration process for compact carbon capture at AI data centers. Single-cell tests achieved ~90% abs…
Peer-reviewedJournalПідприємництво та інновації2026#Energy TransitionDOI
STRATEGIC MANAGEMENT OF THE TRANSFORMATION OF THE GLOBAL ENERGY SECTOR: ANALYSIS OF INTERNATIONAL TRENDS IN NUCLEAR ENERGY IN THE CONTEXT OF GLOBAL DECARBONISATION
А.Р. Дунська, М.С. Шелест
This paper analyzes energy-sector transformation and nuclear energy's role in global decarbonization. It reviews EU and leading-country nuclear strategies, reactor cost overruns, and small modular reactors as alternatives to large reactors.…
Peer-reviewedJournalProcesses2026#HydrogenDOI
Thermochemical Biomass Conversion for Sustainable Hydrogen Production: A Review of Techno-Economic Performance and Decarbonization Potential
Cristian Laverde-Albarracín, Sergio Nogales-Delgado, Juan Félix González-González +2
A PRISMA-based systematic review of 111 core studies on thermochemical biomass-to-hydrogen pathways, with gasification showing the strongest maturity evidence. Unlike prior technology-focused reviews, it emphasizes deployment economics—LCOH…
Peer-reviewedJournalDiscover Environment2026#Energy TransitionDOI
Monitoring enabled livestock decarbonization through MRV digital technologies and governance in sustainable production systems
Setareh Homayoonnia, Ghader Manafiazar, Amin Komeili
This work examines how MRV (measurement, reporting, verification) digital technologies and governance can enable and monitor decarbonization in livestock production systems. Without an abstract, specifics are unverified, but the framing lin…
Peer-reviewedJournalClean Technologies and Environmental Policy2026#Scope 1/2DOI
Operational decarbonization in a fruit juice plant: relationship between overall equipment effectiveness and Scope 1–2 carbon emissions through green–lean production
Dila Beşen, Murat Reis Akkaya
An empirical study linking overall equipment effectiveness (OEE) to Scope 1–2 emissions in a fruit juice plant through a green-lean production lens. It examines whether equipment-efficiency gains can align with operational decarbonization, …
Peer-reviewedJournalFuture Transportation2026#EV & TransportDOI
Bicycle as a Tool for Urban Decarbonization: Evidence from a Latin American Megacity
Carlos Peña-Guzmán, María Andrea Domínguez-Sánchez, Mayerling Sanabria +2
Using a survey of 100 Bogotá cyclists and ArcGIS-based route modeling, the study estimates that utilitarian cycling avoids 0.733 kg CO2e per trip (1.46 kg/day) versus the displaced mode. LMDI decomposition attributes 81–98% of category diff…
Peer-reviewedJournalCarbon Management2026#Climate FinanceDOI
When does decarbonization pay? Mapping elasticity and climate information capabilities in the corporate transition
Samer Abaddi
A conceptual study on when corporate decarbonization pays off, framed around elasticity and 'climate information capabilities.' Without an abstract, details are unclear, but it likely offers a framework linking decarbonization economics to …
Peer-reviewedJournalEnergy2026#Energy TransitionDOI
Thermal energy storage and district heating as flexibility enablers for industrial heat decarbonization
Till Holmes, Sverre Stefanussen Foslie, Stian Backe +1
No abstract is available; based on the title, this work examines thermal energy storage and district heating as flexibility enablers for decarbonizing industrial heat. It likely explores how temporal shifting of heat demand and system flexi…
Peer-reviewedJournalCell Reports Sustainability2026#Scope 1/2DOI
Guarantees of origin and the implications of inconsistent electricity accounting approaches in life cycle assessment
Dyck M.
This work examines how renewable energy certificates such as guarantees of origin interact with electricity accounting methods in life cycle assessment. It highlights that inconsistent treatment of certificates can yield divergent emission …
Peer-reviewedConferenceProceedings SPE Annual Technical Conference and Exhibition1977#Renewable EnergyDOI
Geothermal reservoir modelling
Coats K.H.
A study on geothermal reservoir modelling. Without an abstract, details are unclear, but it likely addresses technical methods for resource assessment and development planning of geothermal power. It contributes indirectly to decarbonizatio…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2025#HydrogenDOI
Artificial intelligence applications in hydrogen system: Advancing renewable energy utilization for global hydrogen economy and sustainability goals
Wei J.
A review of AI applications across hydrogen systems, examining how machine learning and optimization can advance renewable-based hydrogen production, system control, and supply-chain efficiency. It frames AI as an enabler of the global hydr…
Peer-reviewedConferenceLecture Notes in Civil Engineering2026#Climate FinanceDOI
Enhancing Circular Economy Through Sustainable Finance Practices in the Western Balkans
Pojani E.
A study examining how sustainable finance practices can advance the circular economy in the Western Balkans. Without an abstract, it appears to connect regional financial instruments with circular business models and policy.
Peer-reviewedConferenceProceedings of 2025 3rd International Conference on Internet of Things and Cloud Computing Technology Iotcct 20252025#Carbon PricingDOI
Prediction of Carbon Emission Trading Prices Based on a Combination Model
Yang W.
A study predicting carbon emission trading prices using a combined (ensemble) model. It appears to propose a method for improving carbon market price forecasting accuracy, though details are unavailable without an abstract. Price forecastin…
Peer-reviewedConference2008 5th International Conference on the European Electricity Market Eem2008#AI × ESGDOI
An ANN-based risk assessment method for carbon pricing
Mori H.
Proposes an artificial neural network (ANN) method for assessing carbon pricing risk. It appears to apply machine learning to quantify how carbon price movements create risk for firms and investors. Empirical results are unverified as no ab…