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-reviewedJournalArabian Journal for Science and Engineering2026#Energy TransitionDOI
Techno-Economic Assessment of Load-Following Small Modular Molten Salt Reactors for Industrial Decarbonization
Mahmut Cüneyt Kahraman
A techno-economic assessment of load-following small modular molten salt reactors (SMRs) for industrial decarbonization. It examines the feasibility and cost structure of nuclear heat and power for industry. No abstract available, so findin…
Peer-reviewedJournalTransportation Research Part D: Transport and Environment2026#Energy TransitionDOI
Panamax container ship decarbonization: Lifecycle emissions, ownership costs, and break-even carbon pricing
Yeon-Chan Seong, Ran Yan
This study analyzes lifecycle emissions, ownership costs, and break-even carbon pricing for decarbonizing Panamax container ships. It identifies the carbon price level at which alternative fuels and efficiency measures become economically c…
Peer-reviewed🇺🇸 USAJournalBMC Pulmonary Medicine2026#Energy TransitionDOI
Inhaler decarbonization in asthma and COPD: a U.S. scenario analysis of transition trade-offs
Alejandro Chapa-Rodriguez, Shraddha Narechania
A U.S. scenario analysis of decarbonizing inhalers used in asthma and COPD care. It examines transition trade-offs—clinical, access, and cost—of shifting to low-GWP propellants, offering implications for healthcare-sector decarbonization pa…
Peer-reviewed🌍 GlobalJournalResearch in Transportation Business & Management2026#Energy TransitionDOI
Green logistics, transport decarbonization, and sustainable development: Evidence from emerging economies with a focus on Azerbaijan
Mayis Gulaliyev, Shafa Aliyev, Vugar Kerimli +2
This study examines how green logistics and transport decarbonization contribute to sustainable development in emerging economies, with a focus on Azerbaijan. Without an available abstract, methods and findings remain unverified, but the to…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
Investment Timing and Electricity Decarbonization in Romania Under Stylized Emissions Constraints
Răzvan Ionescu, Mirela Panait, Marius Surugiu +1
This study compares long-term generation and investment pathways for Romania's electricity sector (2025-2050) using a deterministic OSeMOSYS/MUIO model. It examines a reference emissions ceiling, a terminal zero-emissions target, and an acc…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
Scenario-Based Assessment of Biomethane Market Integration in Ukraine: Feedstocks, Infrastructure, and Decarbonisation
Olena Pimenowa, Sergiusz Pimenow, Liudmyla Udova +2
This study evaluates three scenarios for Ukraine's biomethane market under EU integration: conservative, baseline, and innovation-driven. Projected 2030 output is 0.26–0.88 bcm/year, requiring EUR 360M–1.51B capex, with emission cuts up to …
Peer-reviewedCNJournalSustainability2026#Energy TransitionDOI
Energy Transition Strategy and the Scale–Composition Association: How Fiscal Instruments Relate to Renewable-Energy Share, Energy Demand, and Decarbonization for Sustainable Development Across Developing and Developed Economies
Wenlong Lou, Rabab Benemman
Using a 62-country panel (2002–2022) with two-way fixed effects, this paper separates energy transition into composition (renewable share) and scale (energy demand) margins, testing how tax revenue, government expenditure, and public debt r…
Peer-reviewedJournalDiscover Sustainability2026#Energy TransitionDOI
Reconciling economic development, energy access, and decarbonization in Africa’s renewable energy transition: a bibliometric review
Marzouqa Lamsaf, Mariem Liouaeddine
A bibliometric review mapping research on reconciling economic development, energy access, and decarbonization in Africa's renewable energy transition. It visualizes publication trends and gaps, offering an overview of the development-versu…
Peer-reviewedCNJournalEnvironmental Research Letters2026#Energy TransitionDOI
Dynamic urban decarbonization pathways revealed in rapidly urbanizing Chinese cities
Tong Chen, Felix Creutzig, Ramit Debnath
Analyzing 232 Chinese cities (1999–2019), this study uses K-Means++ clustering to identify six urban carbon archetypes and three transition pathways. A CatBoost model with SHAP values shows decarbonization priorities shift from sector-speci…
Preprint2026#Energy TransitionDOI
Defaulting to Decarbonization? Financial Insolvency and the Energy Transition in India’s States
Johnathan Guy
Using original data on Indian state-level electricity procurement, this study examines how distribution utility (DISCOM) financial distress affects decarbonization. Counterintuitively, short-run distress is associated with more renewable an…
Peer-reviewedCNJournalDiangong Jishu Xuebao Transactions of China Electrotechnical Society2026#Energy TransitionDOI
Inter-Provincial Energy-Reserve Co-Optimization Clearing Method Considering Tie-Line Capacity Reservation for Reserve
Yang F.
This paper proposes a clearing method that co-optimizes inter-provincial energy and reserve, accounting for reserving tie-line capacity for reserves. It targets balancing wide-area reserve procurement with congestion management as renewable…
Peer-reviewed🇪🇺 EuropeJournalInternational Journal of Business Performance Management2025#Energy TransitionDOI
Unravelling net zero practices, strategies and barriers among businesses in a UK region
Huatuco L.H.
An empirical study of how businesses in a UK region set and pursue net zero targets, the strategies they adopt, and the barriers they face. It maps regional corporate decarbonization practice and offers implications for policy and business …
Peer-reviewed🌍 GlobalJournalRenewable Energy Focus2026#Energy TransitionDOI
Integrated utilities for Net-Zero: empirical evidence and policy framework for the global energy–water–digital transition
Mohammed T.
This work offers empirical evidence and a policy framework for integrated utilities pursuing net-zero, linking the energy, water, and digital transitions. It speaks to how utility-sector decarbonization pathways can be designed and governed…
Peer-reviewed🌍 GlobalJournalGeo: Geography and Environment2026#Energy TransitionDOI
Just Agri‐Food Transitions: Assessing the Implications of Contrasting Decarbonisation Pathways for Small Businesses
Elpida Apostolopoulou, William Eadson, Caroline Linhares
This article examines small businesses' place in just transitions to net-zero agri-food systems. Through a semi-systematic literature review, it synthesises agri-food just transition and small-business decarbonisation scholarship, building …
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Future Transportation2026#Energy TransitionDOI
Insights into energy consumption and carbon emissions from freight industry in China
JI Li-qun
Using 2022–2024 official turnover data and IPCC top-down emission factors, this study estimates energy use and CO2 emissions from China's freight industry. Energy consumption rose from 593.25 to 665.45 million tce and CO2 from 1308.44 to 14…
Peer-reviewed🇨🇳 ChinaJournalEnergy Policy2026#Energy TransitionDOI
How justice-framed policy narratives shape citizen engagement: Evidence from a survey experiment on time and capital contributions
Yu Yuan
This study uses a survey experiment with 927 participants to test whether energy-justice-framed policy narratives boost citizens' willingness to contribute time and capital to the energy transition. Justice framing significantly increased p…
Peer-reviewed🇨🇳 ChinaJournalEnvironment Development and Sustainability2026#Energy TransitionDOI
Synergizing electricity decarbonization and substitution to achieve clean electrification: a dynamic CGE model
Zhaofu Yang, Yongna Yuan, Hongbo Duan +1
A Chinese research team uses a dynamic CGE model to analyze how electricity decarbonization and electrification (fuel substitution) can be synergized toward clean electrification. The study quantifies economic and emission impacts of jointl…
Peer-reviewed🇨🇳 ChinaJournalChinese Journal of Population Resources and Environment2026#Energy TransitionDOI
Artificial intelligence-driven low-carbon transition in energy consumption structure
Haiyang Zhang, Cheng Zhang, Yi Ning +1
Using panel data from 30 Chinese provinces (2006–2022), this study builds an AI development index and empirically tests AI's effect on low-carbon energy consumption structures. AI significantly promotes low-carbon transition via behavior-dr…
Peer-reviewed🇨🇳 ChinaJournalEnergy2026#Energy TransitionDOI
Energy Markets, AI-Driven Demand, Electric Vehicles, and Smart Grids under Geopolitical Risk: Implications for the Energy Transition
Khatib Ahmad Khan, Kamel Si Mohammed, Hind Alofaysan +1
This paper examines how geopolitical risk shapes energy markets, AI-driven electricity demand, EV adoption, and smart grids, drawing implications for the energy transition. It considers how surging data-center power needs and electrificatio…
Peer-reviewedJournalIntegrated Environmental Assessment and Management2026#Energy TransitionDOI
A novel life cycle assessment of lithium-thionyl chloride batteries in smart gas meters: Carbon, toxicity, and energy footprint
Samira Sharifi Zemeidani, Fatemeh Razi Astaraei, Roghayeh Ghasempour +1
This study conducts a life cycle assessment of lithium-thionyl chloride (LTC) batteries in smart gas meters, covering 500,000 D-size cells over 30 years. Total carbon footprint reached 1,434,654 kg CO2-eq (28.7 kg CO2-eq/kg battery), with e…