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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Showing 27641–27660 of 32159 papers

Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI

Modeling the Land-Use-Driven Energy Consumption Nexus in Shaanxi Province, China: A Digital Approach Integrating Machine Learning and Spatial Simulation

Li Liu, Xiaohu Yang

This study integrates Random Forest (R²=0.95/0.91 for training/testing) and PLUS simulation (82.5% accuracy for industrial land) to quantify land-use-energy dynamics in Shaanxi, China (2005-2030). Key findings: socioeconomic factors drive l…

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Peer-reviewed🇨🇳 ChinaJournalApplied Sciences2026#Carbon AccountingDOI

Optimizing Carbon Emission Reduction Pathways in Prefabricated Building Materialization Stages: A Cloud Entropy and NK Model Approach

Daopeng Wang, Huan Liu, Jiaming Xu +2

This study investigates influencing factors and optimization pathways for embodied carbon emissions in prefabricated building materialization. Using field data from a large precast factory in western China, it develops a cloud entropy model…

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Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI

Renewable Electricity Transition, Waste System Modernization, and Sustainable Methane Mitigation: Global Evidence on Governance-Conditioned Co-Benefits

Yue Lu, Zhongya Ji, Guanxin Yao

This global panel study examines whether renewable electricity expansion is associated with lower waste sector methane intensity. It finds a consistent negative association that strengthens with income and governance quality, suggesting tha…

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Peer-reviewed🇨🇳 ChinaJournalNetworks and Spatial Economics2026#Carbon AccountingDOI

Reconstruction and Forecasting of Carbon Footprints and Embodied Transfers in Advanced Manufacturing: A Hybrid WOA-GNN Framework Applied to Western China

Yan Zou, Yinlong Li, Zhijie Han

This paper proposes a hybrid WOA-GNN framework for reconstructing and forecasting carbon footprints and embodied carbon transfers in advanced manufacturing, applied to Western China. It demonstrates a data-driven approach for supply chain e…

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