GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.
🇨🇳 China📚 Peer-reviewed · JournalEmerging Markets Finance and Trade2026#Energy TransitionDOI
The Effect of the AI Policy Implementation on Energy Transition in China
Meixian Wang, Yan Su, Meng Qin +1
This paper analyzes the impact of AI policy implementation on energy transition in China. It examines how AI technology adoption contributes to energy efficiency and renewable energy use. The study provides quantitative evaluation and insig…
🇨🇳 China📚 Peer-reviewed · JournalFrontiers in Environmental Science2026#Energy TransitionDOI
Effects of new energy vehicle industry policies on manufacturing carbon emission efficiency: evidence from econometrics and doubly robust causal machine learning
Wenxin Liu, Tao Xie
This study examines the impact of new energy vehicle (NEV) industry policies on manufacturing carbon emission efficiency using panel data from 30 Chinese provinces (2010-2023). A hybrid framework combining traditional econometrics and machi…
🇨🇳 China📚 Peer-reviewed · JournalFood and Energy Security2026#Energy TransitionDOI
Off‐Farm Employment and Rural Energy Transitions: A Systematic Review of Pathways and Gaps
Salman Ibn Yasin, Gershom Endelani Mwalupaso, Liu Zhenzhen +3
This systematic review of 34 studies (2015-2024) examines the relationship between off-farm employment and household energy transitions in rural low- and middle-income countries. It finds that off-farm employment generally promotes adoption…
🇨🇳 China📚 Peer-reviewed · JournalSustainable Development2026#Energy TransitionDOI
The Green Paradox? Exploring the Impact of Climate Policy Uncertainty on Clean Energy Performance for Sustainable Development
Chi Wei Su, Zihan Zhou, Ran Tao +1
This paper examines the impact of global climate policy uncertainty (GCPU) on clean energy market performance (CE) using bootstrap full-sample and sub-sample rolling-window Granger causality tests. Results show a time-varying bidirectional …
🇨🇳 China📚 Peer-reviewed · JournalApplied Energy2026#Energy TransitionDOI
Renewable reshapeability and cost competitiveness of locations in achieving net-zero electricity supply
ZiYi Fu, Haifeng Qiu, Wei Gu +1
This paper analyzes the reshapeability and cost competitiveness of locations for renewable energy in achieving net-zero electricity supply. It evaluates the feasibility and economics of renewables across different sites, providing a framewo…
🇨🇳 China📚 Peer-reviewed · JournalAdvances in Economics Management and Political Sciences2026#Energy TransitionDOI
The Impact of Digitalization on Household Carbon Emissions: Evidence from the CFPS Database
Hui Li
Using panel data from the China Family Panel Studies (CFPS) and macroeconomic indicators, this study finds that digitalization significantly reduces per capita household carbon emissions. However, it creates a differentiation effect: direct…
🇨🇳 China📚 Peer-reviewed · JournalEnergies2026#Energy TransitionDOI
When Distributed Energy Becomes Governable: A Perspective on Coordination and Aggregation in Energy Transitions
Liu H, Wei Li, Hengxu Zhang
This Perspective develops an interpretive elaboration of the Cyber–Physical–Social Systems in Energy (CPSSE) framework to understand how distributed energy becomes governable. It introduces a vocabulary linking uncertainty, staged coordinat…
🇨🇳 China📚 Peer-reviewed · JournalClimatic Change2026#Energy TransitionDOI
The environmental, health and cost effects of the household clean energy transition: evidence from clean heating in rural northern China
Mingjie Jia, Chutong Wang, Mojie Li +1
This study empirically evaluates the environmental, health, and cost impacts of clean heating policy in rural northern China. Using household-level data, it quantifies the multiple benefits of clean energy transition, including air quality …
🇨🇳 China📚 Peer-reviewed · JournalUtilities Policy2026#Energy TransitionDOI
Impacts of extreme high temperatures on the energy transition: Disruption or promotion?
Guidong Zhang, Jianlong Wang, Yong Liu
This study examines how extreme high temperatures affect the energy transition, exploring whether they cause disruptions or promote shifts towards cleaner energy. It provides insights into the resilience of energy systems under climate stre…
🇨🇳 China📚 Peer-reviewed · JournalEngineering Research Express2026#Energy TransitionDOI
A comparative study of advanced multi-objective meta-heuristics for microgrid energy management
Ding Feng, Dengao Li, Xiaojie An +1
This paper addresses multi-objective optimization in microgrid energy management amid the global energy transition. It constructs a three-dimensional objective function covering economic cost, carbon emissions, and tie-line power fluctuatio…
🇨🇳 China📚 Peer-reviewed · JournalHumanities and Social Sciences Communications2026#Energy TransitionDOI
People-centered energy transition: revealing the synergy between household clean energy consumption and residents’ health with the case of China
Jiajia Pei, Lingyan Li, Mimi Duan +2
This study quantitatively measures the synergy between household clean energy consumption and residents' health across Chinese provinces from 2012 to 2022. The synergy increased over time, with spatial heterogeneity and key drivers includin…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Renewable and Sustainable Energy2026#Energy TransitionDOI
Management of renewable energy development trends and business models in the internet era
Rui Guo, Ziqiang Tong, Zhaoliang Wu +1
This paper analyzes renewable energy (RE) development and business models to address energy crisis and pollution. Compared to traditional models, the new model shows a 9% increase in distributed projects, 19% increase in investment threshol…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Digital Economy and Carbon Emission Decoupling: Evidence from a Cross-Country Finite Mixture Model Analysis
Yu Tian, Zhiguo Ding
This study analyzes how the digital economy (DE) heterogeneously impacts carbon emission decoupling (CED) across 66 countries from 2011 to 2022 using a finite mixture model. By 2022, 41% of countries achieved strong decoupling, and 33% weak…
🇨🇳 China📚 Peer-reviewed · JournalEnergy Economics2026#Energy TransitionDOI
Population aging and China's energy transition: Industrial reallocation and upgrading
Jieyun Ma, X H Yu, Yun Hao +2
This study analyzes how population aging impacts China's energy transition through industrial reallocation and upgrading. It examines mechanisms by which aging influences energy mix and industrial structure, offering policy implications.
🇨🇳 China📚 Peer-reviewed · JournalProcesses2026#Energy TransitionDOI
Advances in Smart Grids and Microgrids: Distributed Generation and Energy Storage Systems
Yuzhou Zhou
This paper reviews recent advances in smart grids and microgrids for the energy transition, covering planning, operation, markets, and security. It addresses high-penetration renewable integration, flexible source-load interaction, and syne…
🇨🇳 China📚 Peer-reviewed · JournalThermo2026#Energy TransitionDOI
A Critical Review of Multi-Energy Microgrids and Urban Air Mobility
Yujie Yuan, Chun Sing Lai, Loi Lei Lai +1
This critical review examines the integration of multi-energy microgrids (MEMs) with urban air mobility (UAM), focusing on electric vertical takeoff and landing (eVTOL) aircraft. It highlights thermal energy storage as key for decarbonizati…
🇨🇳 China📚 Peer-reviewed · JournalTrends in biotechnology2026#Energy TransitionDOI
Marine microalgal biofuels: toward a systems-based circular biofactory
Siran Feng, Huu Hao Ngo, Zhonghua Cai +2
Marine microalgae are promising for sustainable biofuel but face systemic barriers. This review reframes them as circular biofactories, integrating strain engineering, harvesting, and conversion. It advocates for AI-driven optimization and …
🇨🇳 China📚 Peer-reviewed · JournalJournal of Mining and Geotechnical Engineering2026#Energy TransitionDOI
ENERGY-INFRASTRUCTURE MODELS FOR THE INTEGRATION OF DATA PROCESSING CENTERS INTO THE INDUSTRIAL COMPLEX OF COAL REGIONS
Kirill A. Varnavsky, Alexander N. Ermakov, Arina D. Smirnova +4
This study proposes an energy-infrastructure model for integrating data centers into coal regions to address structural crisis in coal industry. It utilizes methane from degasification for power generation and combines renewable energy sour…
🇨🇳 China📚 Peer-reviewed · JournalEconomic Modelling2026#Energy TransitionDOI
Impacts of energy transition on economic dynamics and environmental benefits under distributive justice: A stock–flow consistent approach
Jingyuan Wang, Shuli Yan, Liangpeng Wu
This study uses a stock-flow consistent approach to analyze the impacts of energy transition on economic dynamics and environmental benefits under distributive justice. Through model simulations, it reveals the relationship between energy t…
🇨🇳 China📚 Peer-reviewed · JournalCommunications Materials2026#Energy TransitionDOI
Sulfur cathodes for next-generation batteries
Alessandra Manzini, Irina Martynova, Jing Yu +6
This review critically assesses sulfur-based conversion cathodes for next-generation batteries, bridging laboratory research and practical manufacturing. It analyzes failure mechanisms under realistic conditions such as high sulfur loading …