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.

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Topic: #Energy Transition (clear)

Showing 281–300 of 6146 papers

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…

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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…

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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…

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🌍 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…

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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…

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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…

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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…

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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…

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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 …

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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…

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