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.
Peer-reviewed🇨🇳 ChinaJournalJournal 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…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Energy EfficiencyDOI
Non-Intrusive Load Monitoring: A Systematic Review of Methods, Scenario-Specific Challenges, and Pathways to Practical Deployment
Haotian Xiang, Wenjing Su, Yi Zong
This paper systematically reviews event-based and state-based NILM methods, focusing on challenges such as real-time feedback, energy efficiency optimization, and demand response. It discusses cross-cutting issues like data quality and algo…
Peer-reviewed🇨🇳 ChinaJournalAdvances in Economics Management and Political Sciences2026#PolicyDOI
The Driving Effect of Provincial Dual-Carbon Policy Mix on Green Transition — A Case Study on the Pathways of Corporate Business Model Reconfiguration
Yalin Huang
This study uses a multi-case comparison of three Chinese firms to analyze how provincial dual-carbon policy mixes (regulatory constraints, market incentives, innovation guidance) drive corporate green transition. Findings show that differen…
Peer-reviewed🇨🇳 ChinaJournalEconomic 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…
Peer-reviewed🇨🇳 ChinaJournalCommunications 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 …
Peer-reviewed🇨🇳 ChinaJournalTheoretical and Applied Climatology2026#Energy TransitionDOI
Exploring the interconnections among natural resources, economic growth, energy use, and carbon emissions across West African Nations
Priscilla Nyamekye Abban, Tian Ze, Josephine Elom Baham +2
This study empirically examines the interconnections between natural resources, economic growth, energy use, and carbon emissions across West African nations. The findings may inform policy on sustainable development and decarbonization in …
Peer-reviewed🇨🇳 ChinaJournalChemistry - A European Journal2026#Renewable EnergyDOI
High‐Energy‐Density Redox Flow Batteries: Mechanisms, Design Strategies, and Recent Progress
xiaolian zhao, Jiaxin Yu, Nannan Jia +6
This review summarizes recent progress in high-energy-density redox flow batteries, detailing three core strategies: broadening voltage window, multi-electron transfer, and high-concentration electrolytes. It emphasizes the critical role of…
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…