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-reviewed🇪🇺 EuropeJournalStreet Art & Urban Creativity2026#Energy TransitionDOI
MACHINE LEARNING FOR URBAN HEATING VECTOR ESTIMATION TO SUPPORT CITY DECARBONIZATION
Elena Usobiaga Ferrer, Manuel Benito, Aitor Goitia +1
Using open cadastral, census, and EPC data from Spain, XGBoost classifiers predicted residential heating energy vectors. Spatially aware models reached up to 73.6% accuracy, with neighbour energy probabilities providing the largest gain. Tr…
Peer-reviewed🇪🇺 EuropeJournalMining2026#Energy TransitionDOI
Changes in the Development of Preparatory Roadway Excavations in Polish Mines Associated with the Economic Decarbonization Process
Andrzej Chmiela, Beata Barszczowska, Olena Trokhymets +1
Poland, the EU's largest hard coal producer, faces declining coal demand amid decarbonization but still needs coal to stabilize its power grid during transition. This paper statistically analyzes changes in preparatory roadway excavation pa…
Peer-reviewed🇺🇸 USAJournalNature Communications2026#Energy TransitionDOI
Cross-border electricity tariffs undermine power system efficiency, decarbonization and reliability in North America
Siyuan Wang, Fengqi You
This work argues that cross-border electricity tariff designs in North America undermine grid efficiency, delay decarbonization, and reduce reliability. It highlights how border-level pricing and institutional barriers block wide-area renew…
Peer-reviewedJournalEuropean Journal of Tourism Research2026#Energy TransitionDOI
Incorporating climate change in the management and planning of tourism destinations: behavioural change and decarbonisation strategies
Aitziber Pousa-Unanue
This work examines how climate change can be integrated into the management and planning of tourism destinations, combining behavioural change with decarbonisation strategies. It frames destination-level climate governance for the tourism s…
Peer-reviewedJournalVolume 10: Blue Economy Symposium; Specialty Symposium on OTEC and Correlate Devices; Smart and Sustainable Maritime Systems2026#Energy TransitionDOI
Risk-Based Design Approval Framework for Dual Fuel LNG Retrofits in Aging Fleets: An Indonesian Maritime Case Study
M. R. F. Hariadi, M. A. Kurniawan
Aging domestic fleets face compliance gaps for LNG dual-fuel retrofits when manufacturer documentation is unavailable. This paper proposes a risk-based design approval framework demonstrating functional safety equivalence via hazard analysi…
GOTECH2026#Energy TransitionDOI
Decarbonizing Wastewater Treatment: Solar-Powered Localized Manufacturing of On-Demand Oxidants Through Comparative Life Cycle Assessment
A. Akram, M. Ahmad
A comparative LCA (ISO 14040/44) evaluates solar-powered on-site electrochemical oxidant generation for industrial and produced water treatment versus conventional centralized oxidant supply chains. Localized generation cuts global warming …
🌍 Global2026 IEEE Region 10 Symposium (TENSYMP)2026#Energy TransitionDOI
NetZeroML: Hybrid PCA-XGBoost Framework for Global Decarbonization and Renewable Energy Forecasting
Md Hasibul Alam Ratul, Shahriar Tasnim, Md Muntasirul Alam Pk Durjoy +3
A hybrid ML framework (PCA, K-means, XGBoost, ARIMA) analyzes renewable energy penetration, climate, and socioeconomic data across 150+ countries (1990-2026). Countries above 40% renewable share cut per-capita CO2 by 2.3 tons while sustaini…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Energy TransitionDOI
Artificial Intelligence and Sustainable Energy Transition: Innovation–Utilization Pathways and the Contingent Roles of Political, Financial, and Economic Stability
Rongrong Li, Yuanfan Li, Qiang Wang
Using balanced panel data for 60 countries (2010–2022), this study examines how AI development relates to renewable energy consumption via fixed-effects, dynamic threshold, and scenario models. AI shows a positive association with renewable…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#Energy TransitionDOI
Municipal waste management, clean energy transition, and environmental performance: a CS-APQR analysis with governance moderation in OECD countries
Asad Ullah, Junfeng Jiang, Mashael Bakhit +2
Using cross-sectionally augmented panel quantile regression (CS-APQR) on OECD data (2000-2023), this study examines how municipal waste management and clean energy transition affect environmental performance, moderated by green governance q…
Peer-reviewed🇨🇳 ChinaJournalEnergy & Environment2026#Energy TransitionDOI
Impact of climate risks on the renewable energy transition: From a transnational study
Chien‐Chiang Lee, Zihao Yuan
This transnational study examines how climate risks (CR) directly affect the renewable energy transition (RET). CR significantly hinders RET through two channels: suppressing renewable technology innovation and reinforcing reliance on non-r…
JournalSTAX2026#Energy TransitionDOI
Forecasting and time-resolved life cycle assessment for maritime decarbonization
Ιωάννης Χάλαρης
This work develops a forecasting and time-resolved life cycle assessment (LCA) approach for maritime decarbonization. It aims to quantify GHG emissions of marine fuels and alternative pathways along a time axis to inform decarbonization dec…
Peer-reviewed🇨🇳 ChinaJournalProcesses2026#Energy TransitionDOI
From Process to Grid: Life-Cycle Carbon Footprint of Bio-e-methanol and Regionally Differentiated Power Mix Pathways Towards Carbon Intensity Targets in China
Shan Gu, Shenghao He, Li Yang +2
Using operational data from a Chinese methanol producer, this study performs a cradle-to-gate life-cycle carbon footprint assessment of bio-e-methanol. Electricity consumption dominates the footprint (76.6%), followed by steam (22.6%), maki…
Peer-reviewed🇨🇳 ChinaJournalJournal of Architectural and Planning Research2026#Energy TransitionDOI
Blue-Green-Grey Infrastructure for Urban Carbon Reduction and Heat Resilience: A Review of Mechanisms, Methods, and Assessment Challenges
Tian Wang, Qinfeng Zhao, Xiaoqing Zhu +1
This review synthesizes research on urban blue-green-grey infrastructure (BGGI) for carbon reduction and heat resilience, distinguishing direct carbon storage/sequestration from operational emission cuts via microclimate regulation. It maps…
Peer-reviewed🇨🇳 ChinaJournalMathematics2026#Energy TransitionDOI
Privacy-Preserving Distributed Online Dispatch of Low-Carbon Microgrids with TCN–BiLSTM Probabilistic Photovoltaic Forecasts
Chen Zhang, ZHAO Zhongyuan
This paper couples TCN–BiLSTM probabilistic PV forecasting with privacy-preserving distributed online economic dispatch for low-carbon microgrids. Quantile forecasts become a risk-aware net demand, and a step-type carbon-trading cost is inc…
Peer-reviewed🇪🇺 EuropeJournalApplied Sciences2026#Energy TransitionDOI
Unlocking Low-Carbon Heat: Geothermal Feasibility and Thermal Breakthrough in Carboniferous Sandstone Aquifers
Jack Alfred Johnson, Nicholas Shaw, Robert Knipe +1
This study assesses the feasibility of an open-loop ground source heat pump system in the Carboniferous Millstone Grit of Ilkley, West Yorkshire, targeting the shallow Marchup Grit aquifer (~90 m, ~14.5°C). A doublet configuration is simula…
Peer-reviewed🌍 GlobalJournalIconic Research and Engineering Journals2026#Energy TransitionDOI
Recycled Materials and Sustainable Construction Chemicals for Low-Carbon Industrial Development in Saudi Arabia
Anzad Batharudeen Kutty
This review synthesizes 2020–2025 literature on integrating recycled materials and sustainable construction chemicals as a unified low-carbon strategy for Saudi construction. It finds carbon reduction is greatest when high-volume mineral su…
Peer-reviewed🇨🇳 ChinaJournalAgriculture2026#Energy TransitionDOI
Hybrid Electric Rice–Wheat Combine Harvesters for Low-Carbon and Intelligent Harvesting: A Review
Xiaoxue Du, Zhihao Zhu, Lizhang Xu
This review integrates five perspectives—intelligent sensing, electrified actuation, hybrid powertrain architecture, field-condition prediction, and energy management—for rice–wheat combine harvesters. It compares series, parallel, and powe…
Peer-reviewedJournalJournal of Cleaner Production2026#Energy TransitionDOI
The role of intermediate product innovation in the low-carbon transformation of traditional manufacturing
Nanxu Chen, Jin-Feng Huang, Yuling Hu
This paper examines how innovation in intermediate products drives the low-carbon transformation of traditional manufacturing. Without an abstract, details are unclear, but it likely highlights that decarbonizing upstream materials and comp…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Coordinating Technological Change, Ener-gy-System Transformation and Inclusive De-velopment in the Transition to a Low-Carbon Economy
Fatima Nasser, Ahmed Zayan
This paper reviews recent literature on how renewable deployment, energy efficiency and economy-wide decarbonization interact. It finds that technological learning, policy credibility, financing and grid integration drive renewables, while …
Peer-reviewed🇨🇳 ChinaJournalApplied Economics2026#Energy TransitionDOI
Decoupling growth from carbon intensity in G-10 economies: the transformative roles of green innovation, renewable energy, trade, and fiscal policy
Cheng Liu, Usman Mehmood
Using MMQR on G-10 data (1990–2023), this study links economic growth, trade, population, renewable energy, green innovation, and fiscal development to carbon intensity. Growth and fiscal development raise CI, while renewables, green innova…