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 · 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 …
🇨🇳 China📚 Peer-reviewed · JournalTheoretical 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 …
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#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…
🇨🇳 China📚 Peer-reviewed · JournalTransactions 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…
🇨🇳 China📚 Peer-reviewed · JournalCommunications 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…
🇨🇳 China📚 Peer-reviewed · JournalGeoeconomics 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…
🇨🇳 China📚 Peer-reviewed · JournalSAE 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…
🇨🇳 China📚 Peer-reviewed · JournalJournal 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 …
🇨🇳 China📚 Peer-reviewed · JournalEnergy 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.
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#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…
🇨🇳 China📚 Peer-reviewed · JournalAngewandte 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…
🇨🇳 China📚 Peer-reviewed · JournalEnergy 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.
🇨🇳 China📚 Peer-reviewed · JournalSustainable 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…
🇨🇳 China📚 Peer-reviewed · JournalAdvanced Functional Materials2026#Energy TransitionDOI
Dual Sn‐Zn Atomic Decorated Hierarchy Carbon Meta‐Material: Enabling High‐Rate and Low‐Temperature Anode‐Less Na Metal Batteries
Feiyang Yan, Huan Liu, Jing Wan +5
This study introduces a Sn-Zn atomic configured porous nitrogen-rich carbon meta-material (SA-NCS) derived from a guanine-based hydrogen-bonded organic framework (HOF) as a sodium host for anode-less sodium metal batteries. The material pro…
🇨🇳 China📚 Peer-reviewed · JournalEnergy2026#Energy TransitionDOI
Towards a low-carbon power grid: a prospective life cycle assessment of aqueous Zn//MnO2 battery energy storage with integrated power generation in China
Ying Yín, Guiliang Tian, Yutong Jin
This study conducts a prospective life cycle assessment of aqueous Zn/MnO2 battery energy storage integrated with power generation in China, aiming to contribute to a low-carbon power grid. It quantifies environmental impacts and decarboniz…
🇨🇳 China📚 Peer-reviewed · JournalEnergies2026#Energy TransitionDOI
Federated Safe Proximal Policy Optimization for Robust Low-Carbon Dispatch of Heterogeneous Multi-Park Electricity–Heat–Hydrogen Integrated Energy Systems
Zijie Peng, Xiaohui Yang, Qianhua Xiao
This paper proposes a low-carbon dispatch framework for heterogeneous multi-park electricity-heat-hydrogen integrated energy systems (EHHS) using federated safe reinforcement learning. It incorporates stepped carbon trading and peer-to-peer…
🇨🇳 China📚 Peer-reviewed · JournalAdvances in Economics Management and Political Sciences2026#Energy TransitionDOI
The Impact of Digital Technology Integration on Low-Carbon Transformation in Energy-Intensive Enterprises: An Empirical Study Based on A-Share Listed Companies in Shanghai and Shenzhen
Zijing Liu
This paper empirically examines the effect of digital technology integration on low-carbon transformation in Chinese energy-intensive listed firms from 2009 to 2021. Using text analysis of annual reports for digital frequency and the LTFP m…
CN📚 Peer-reviewed · JournalInternational Review of Economics & Finance2026#Energy TransitionDOI
Spatiotemporal dynamics and drivers of green and low-carbon innovation efficiency: evidence from 280 Chinese cities using explainable machine learning
Ding Fan
This study analyzes spatiotemporal dynamics and drivers of green and low-carbon innovation efficiency across 280 Chinese cities using explainable machine learning. It reveals regional disparities and policy impacts, offering insights for lo…
🇨🇳 China📚 Peer-reviewed · JournalInternational Journal of Chemical Kinetics2026#Energy TransitionDOI
Ab Initio Kinetics for H‐atom Abstraction Reactions From Low‐Carbon Alcohols and Ethers by NH <sub>2</sub> Radical
Zimu Wang, Yueying Liang, Liang Yu +1
This study systematically investigates the kinetics of H-atom abstraction from C1-C4 alcohols and ethers by NH2 radicals using quantum chemical calculations at the QCISD(T)/CBS level. Rate constants were computed over 300-2000 K and agree w…