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🇨🇳 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…
Peer-reviewed🇨🇳 ChinaJournalTransactions in Energy and Sustainability2026#Energy TransitionDOI
Photovoltaic anxiety? Sentiment analysis based on online comments in residential photovoltaic power generation
Min Wei
Analyzes 2371 online comments on residential PV in China. Positive sentiment 65.71%, negative 19.20%, but intensity analysis shows weak positive and stronger negative emotions. Key concerns: contracts, fraud, radiation. Recommends standardi…
Peer-reviewed🇨🇳 ChinaJournalCommunications Earth & Environment2026#Energy TransitionDOI
Promoting just energy transition in ecologically fragile areas of China through a rural household survey
Haoming Xia, Zhiyu Chen, Jonathan Y.S. Leung +7
This study uses a rural household survey in China to reveal disparities in energy transition, energy poverty, and energy inequality among different groups. Small, low-income households and those from the Loess Plateau suffer disproportionat…
Peer-reviewed🇨🇳 ChinaJournalGeoeconomics of Energetics2026#Energy TransitionDOI
Regional Energy Integration in Southeast Asia: from Bilateral Projects to a Common Energy Market
Andrey Kulikov, E. N. Nikitin
This paper analyzes the development of regional energy integration in ASEAN, focusing on the shift from bilateral to multilateral mechanisms. It examines the ASEAN Power Grid and Trans-ASEAN Gas Pipeline as key infrastructures for decarboni…
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…
Peer-reviewed🇨🇳 ChinaJournalSAE technical papers on CD-ROM/SAE technical paper series2026#Energy TransitionDOI
Generative Agents for High-Fidelity Simulation of Community-Scale Mobility and Energy Behavior
Yongjian Chen, Zhi Yang, Shiqi Ou
This paper proposes the Hierarchical Generative Agent-based Simulation Framework (HGA-Sim) that uses large language models to autonomously generate agents with diverse personality traits for realistic simulation of human behavior in mobilit…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Supply ChainDOI
Climate Risk Attention and Value Chain Upgrading: A Multi-Network Embedding Perspective
Yiming Tong, Deheng Xiao
Using panel data on Chinese A-share listed firms from 2008 to 2024, this study finds that firms' climate risk attention (CRA) significantly promotes value chain upgrading (VCU). The effect operates through embedding into green R&D, green in…
Peer-reviewed🇨🇳 ChinaJournalJournal of Asian Economics2026#Energy TransitionDOI
Managing climate transition risks: The role of nested LPPAs in stabilizing green electricity retailers' revenue
Xiaobao Yu, Jialong Jin, Wei Wang
This paper analyzes how nested long-term power purchase agreements (LPPAs) can stabilize revenue for green electricity retailers, thereby managing climate transition risks. It proposes a mechanism to mitigate volatility in renewable energy …
Peer-reviewed🇨🇳 ChinaJournalApplied Economics Letters2026#Carbon PricingDOI
Unstructured news data and carbon price forecasting: a topic-sentiment approach for China’s emission allowance market
Wenqi Li, Jijun Kang, Yiran Wei
This paper proposes a topic-sentiment approach using unstructured news data to forecast carbon prices in China's emission allowance market. By integrating with time-series models, it demonstrates improved prediction accuracy. The study quan…
Peer-reviewed🇨🇳 ChinaJournalEnergy Policy2026#Energy TransitionDOI
Proactive transition or passive contraction——The impact of geopolitical risk on carbon emissions
Yaru Hou, En-Ze Wang
This study examines the impact of geopolitical risk on carbon emissions, distinguishing between proactive transition and passive contraction. Provides insights for energy policy under uncertainty.
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…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Supply ChainDOI
Carbon Emission Reduction Potential in Global Seaborne Metallurgical Coal Trade Through Supply Chain Network Optimisation
Liwei Qu, Lianghui Li, Bochao An +1
This study develops an enhanced Ant Colony Optimization algorithm to identify optimal supply pathways minimizing transportation carbon emissions in global seaborne metallurgical coal trade. It achieves a 25% reduction in carbon intensity ag…
Peer-reviewed🇨🇳 ChinaJournalAngewandte Chemie2026#Energy TransitionDOI
Sustainable Aqueous Zn‐ion Batteries: Green Materials, Low‐Carbon Manufacturing, and Circular Economy
Jia‐Lin Yang, Miao Du, Jun‐Ming Cao +1
This review systematically evaluates the sustainability of aqueous Zn-ion batteries across their entire life cycle, highlighting green materials, low-carbon manufacturing, and circular economy principles. It identifies key challenges to ind…
Peer-reviewed🇨🇳 ChinaJournalEnergy Economics2026#Energy TransitionDOI
Do energy transition goals encounter conflicts under geopolitical risk? Evidence of nonlinearity
Yuhan Wang, Yanyue Li, Jing Deng
This paper examines the impact of geopolitical risk on energy transition goals using nonlinear models. Findings suggest that high geopolitical risk can hinder progress in energy transition, offering important implications for policymakers.
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Energy TransitionDOI
Is Geopolitical Risk Truly Harmful to Sustainable Development? The Role of the Clean Energy Transition
Chunlin Xin, Irfan Khan, Hamid Hassan +1
Using panel data from 17 emerging economies (1995-2021), this study examines how geopolitical risk, natural resource consumption, and clean energy transition affect sustainable development. Financial development and energy transition improv…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Carbon PricingDOI
Optimization of Carbon Emission Reduction Task Allocation in China (2020–2030): A Cost-Based Inter-Provincial Cooperation Mechanism
Xinyu Wang, Hongyun Zhao, Pansong Jiang
This study proposes a cost-based inter-provincial cooperation mechanism for carbon emission reduction task allocation in China, using marginal abatement cost curves. Results show cooperation reduces national costs by 60-70% with high cooper…
Peer-reviewed🇨🇳 ChinaJournalEnergy Economics2026#PolicyDOI
Fiscal support design for residential energy transition: A central-local government perspective
Ruining Zhang, Hui Li, You Zhou +2
This paper analyzes fiscal support design for residential energy transition from a central-local government perspective. It examines intergovernmental coordination mechanisms and effective subsidy frameworks, contributing to improved policy…
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…
Peer-reviewed🇨🇳 ChinaJournalEnergy Economics2026#Carbon PricingDOI
Predictability and causal identification of carbon prices using interpretable variables: Evidence from China's Hubei carbon market
He Jiang, Rongyu Cao, Xue-li Chen +2
This paper empirically analyzes the predictability and causal identification of carbon prices using interpretable variables, based on data from China's Hubei carbon market. Findings reveal significant impacts of economic and energy variable…
Peer-reviewed🇨🇳 ChinaJournalnpj Clean Air2026#PolicyDOI
Integrated pollution and carbon mitigation delivers major health and economic co-benefits in China
Yu‐Xuan Xiao, Hao Wang, Li-Jing Liu +5
This study develops an integrated Energy-Economy-Air Quality-Health framework to simulate 14 policy scenarios from 2020 to 2050 in China. Coordinated strategies reduce CO2 and pollutants by 75% relative to 2020, avoiding over 500,000 premat…