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.
CNDatasetZenodo2026#Energy TransitionDOI
Data and code for Tradeoffs between electricity savings and nitrous oxide emissions for wastewater decarbonization and facility prioritization
Tao, Qiangqiang
This repository provides public datasets and reproducible Python workflows to evaluate electricity–nitrous oxide (N2O) tradeoffs and facility prioritization in wastewater treatment. It covers 56,800 global facilities, 17,256 European record…
Peer-reviewed🇨🇳 ChinaJournalResearch in Transportation Business & Management2026#Energy TransitionDOI
Assessing carbon emissions from multiple transport modes and prediction via an interpretable machine learning framework in China's urban agglomerations: Evidence from the Yangtze River Delta
Xiaobin Ye, Fangxi Chen, Zhenyu Wang +1
Using China's Yangtze River Delta, this study assesses multi-mode transport carbon emissions and builds an interpretable ML framework adding spatial compactness and freight gravity as novel predictors. CatBoost performed best (R2=98.42%), a…
Peer-reviewed🇨🇳 ChinaJournalFundamental Research2026#Energy TransitionDOI
Reconsidering the role of electricity under the scenario of high renewable energy penetration
Yuqing Wang, Zimeng Pei, Yidong Jiang +5
This perspective reconsiders electricity's role as renewables penetration grows: beyond direct end-use power, electricity can be converted and stored as chemical energy. It discusses two routes—electrified fuel conversion (electrified heati…
Peer-reviewed🇨🇳 ChinaJournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
Development pathways of nuclear energy and its comprehensive utilization in China using MESSAGE model
Luhan Mei, Daiwei Li, Ruyi Zheng +3
Using a MESSAGE-based optimization model, this study assesses nuclear energy's role in China's electricity, industrial heat, and hydrogen supply. Opening inland sites with unrestricted technology choice could reach 490 GWe by 2060, supplyin…
Peer-reviewed🇨🇳 ChinaJournaliScience2026#Energy TransitionDOI
Tailoring electric arc furnace steelmaking expansion pathways based on regional scrap and energy availability in China
Jialin Shen, Shuoshuo Tian, Zhao Zhang +7
A province-level material flow and capacity integration model shows China's national scrap supply meets EAF demand but suffers severe provincial mismatches, with major producers like Hebei and Guangdong relying on interprovincial scrap tran…
Peer-reviewed🇪🇺 EuropeJournalStreet Art & Urban Creativity2026#Energy TransitionDOI
Machine Learning for Urban Heating Vector Estimation to Support City Decarbonization
Elena Usobiaga Ferrer
XGBoost classifiers predicted residential heating energy vectors in Spain using open cadastral, census, and EPC data. Spatially aware models reached 73.6% accuracy, with neighbour energy probabilities providing the largest gain. Transfer to…
Peer-reviewed🌍 GlobalJournalProceedings of the Institution of Civil Engineers - Engineering Sustainability2026#Energy TransitionDOI
Wind energy in Australia: challenges and opportunities on the path to decarbonisation
Yota Pacifico Oue, Meltem Ucal, George Xydis
Australia faces a paradox: fossil-fuel export dependence versus climate commitments. This paper argues its wind resources, comparable to the North Sea, can accelerate renewable integration, with solar and wind LCOE (including transmission) …
Peer-reviewedJournalIEEE Access2024#Energy TransitionDOI
Expected Benefits of Coordinated Energy Storage Operation in Stochastic Unit Commitment with Enhanced Deliverability of Reserves
Park H.
This work examines coordinated energy storage operation within stochastic unit commitment, aiming to enhance reserve deliverability in power systems with high renewable penetration. It evaluates the expected benefits storage brings to syste…
Peer-reviewedJournalEnergies2020#Energy TransitionDOI
Assessment of sectoral greenhouse gas emission reduction potentials for 2030
Blok K.
A study assessing sectoral greenhouse gas emission reduction potentials through 2030. Without an abstract, details are limited, but it likely quantifies mitigation headroom across sectors, offering a basis for national and sectoral decarbon…
Peer-reviewedJournalJournal of the Institute of Science and Technology2024#Energy TransitionDOI
Evaluation of Ports in Terms of Greenhouse Gas Emissions and Energy: A Case Study
Kaya E.N.
A case study evaluating a port in terms of greenhouse gas emissions and energy use. It offers a site-level assessment of emissions and energy, providing baseline insight for port decarbonization. Methodology and scope are unclear as no abst…
Peer-reviewedJournalClimatic Change2025#Energy TransitionDOI
Implications of the power sector emissions on the deep decarbonisation of Nigeria: evaluating long-term model based scenarios
Okereke C.
A long-term model-based scenario study assessing deep decarbonisation pathways and emission implications for Nigeria's power sector. It examines power-system decarbonisation and policy options in an emerging-economy context. No abstract is …
Peer-reviewedJournalScience of the Total Environment2023#Energy TransitionDOI
Net zero on 3D printing filament recycling: A sustainable analysis
Oladapo B.I.
This paper analyzes how recycling 3D printing filament can contribute to net-zero goals from a sustainability perspective. It examines carbon emission reductions and circular manufacturing potential through plastic waste revalorization. Wit…
Peer-reviewedJournalFutures2024#Energy TransitionDOI
Publics and counter-publics of net-zero
Valenzuela J.M.
This paper frames net-zero as a contested discursive space, analyzed through the concepts of publics and counter-publics. It treats decarbonization not merely as a technical or policy problem but as a site of social and political communicat…
Peer-reviewed🇨🇳 ChinaJournalJOURNAL OF ECONOMICS2026#Energy TransitionDOI
Green Economy and Innovative Investments: Evidence from the Nakhchivan Autonomous Republic
Mahsati Askarova
Using 2005–2023 time-series data and an ARDL model, this study examines determinants of green economic development in Nakhchivan. Innovative investments and renewable energy production show significant positive long-run effects, while short…
Peer-reviewed🇪🇺 EuropeJournalRenewable and Sustainable Energy Reviews2026#Energy TransitionDOI
Upgrading of biogas into gas fuels: pathways towards energy with net zero carbon emissions
Victor Bordejé, Morales Vargas, Antonio Guerrero-Ruiz +2
This review compares biogas upgrading technologies through a net-zero carbon lens, distinguishing pathways that merely separate CO2 from those that valorise it. Electrolytic H2 methanation and syngas routes convert CO2 into additional CH4 o…
CNJournalUniversity of Edinburgh2026#Energy TransitionDOI
Energy poverty in China's energy transition era: capabilities, vulnerabilities and structural local dynamics
Yujia Ji
Mixed-methods study of 20 rural villages in northern China (2023-24) combining interviews with evolutionary game theory and agent-based modelling. Energy poverty is shown to be reproduced through conversion burdens, housing quality, village…
Peer-reviewed🌍 GlobalJournalSN Business & Economics2026#Energy TransitionDOI
When green is not attractive: energy transition, capital inflows, and environmental outcomes in BRICS economies
Nurcan Kilinc, Maria Marlein Warong
An empirical study examining how energy transition progress relates to capital inflows and environmental outcomes across BRICS economies. The framing suggests green investment does not automatically attract capital or deliver environmental …
JournalINTERNATIONAL JOURNAL OF ENGINEERING AND MODERN TECHNOLOGY2026#Energy TransitionDOI
Simultaneous Expansion of Energy Access While Transitioning to Cleaner Energy Sources: A Systematic Review
Felix N. Igbeghe
This systematic review examines literature on the dual challenge of expanding energy access while transitioning to cleaner energy sources in developing countries. Using content analysis, it identifies trade-offs and synergies between energy…
Peer-reviewedJournalEnergy Strategy Reviews2026#Energy TransitionDOI
A multi-dimensional framework for modeling energy system transition resilience
Behzad Zamanipour, Padam Adhikari, Farzin Ahmadi +1
This paper proposes a multi-dimensional framework for modeling the resilience of energy system transitions. Without an available abstract, specific contributions and findings cannot be confirmed, but it appears to offer a methodological app…
Peer-reviewed🌍 GlobalJournalEnvironmental Economics2026#Energy TransitionDOI
Macroeconomic drivers of CO₂ emissions reduction in a transition economy: From residential extrapolation to municipal policy scaling
Тетяна Курбатова, Liliana Smiech, Iryna Mykolaivna Sotnyk +3
Using OLS on Ukrainian macro data (2002–2021), this study assesses how investment, energy efficiency, energy costs, and renewables drive CO₂ emissions. Macro energy efficiency emerges as the strongest decarbonization driver, while gross cap…