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 · JournalEnvironmental Research Communications2026#Energy TransitionDOI
Study on the phase-out Pathway of Coal-Fired Power Units in China Based on Survival analysis and Demand Constraints
Wang Jiefang, Aiping Li
This study simulates the phase-out pathways of China's coal-fired power units from 2025 to 2060 using survival analysis and demand scenarios. It reveals a three-stage temporal pattern (gentle start, accelerated reduction, final peak) and si…
🇨🇳 China📚 Peer-reviewed · JournalSustainable Development2026#Energy TransitionDOI
Advancing <scp>SDG</scp> 7 and <scp>SDG</scp> 13: Institutional Pathways to Energy Sustainability and Security Under Global Crises in the <scp>G7</scp> Economies
Gabriel Mordzifa Sackitey, Wei Zhang, Michael Provide Fumey +2
This study examines how geopolitical risk and economic policy uncertainty affect energy sustainability and security in G7 countries from 1990-2024. It finds that strong institutional quality and environmental policy stringency can mitigate …
🇨🇳 China📚 Peer-reviewed · JournalTransactions on Engineering and Technology Research2026#Energy TransitionDOI
A Study on the Development Pathway of Electric Energy Substitution in Guangdong Province Based on Dual Carbon Goals and Regional Policies
Xinkai Hu
This paper analyzes the current status and challenges of electric energy substitution (EES) in Guangdong Province, China, and proposes strategies such as optimizing energy structure, enhancing policy support, and promoting technological pro…
🇨🇳 China📚 Peer-reviewed · JournalProcesses2026#Energy TransitionDOI
Editorial: Analysis and Optimization Control of Active Distribution Networks and Smart Grids
Jingrui Zhang, Yi-Xiang Wang, Po Li +1
This editorial introduces recent research on analysis and optimization control of active distribution networks and smart grids, aiming to support the global energy transition towards carbon neutrality. It highlights approaches for integrati…
🇨🇳 China📚 Peer-reviewed · JournalEnvironmental Science & Technology2026#Energy TransitionDOI
City-Level Potential of Echelon Utilization of Electric Vehicle Batteries to Meet Wind and Solar Storage Demand in China
Yihao Guo, Xin Chen, Tong Zhang +1
This paper develops a city-level integrated modeling framework to assess the potential of echelon utilization (second-life) of retired EV batteries in China from 2010 to 2060. Under a high electrification scenario, second-life batteries can…
🇨🇳 China📚 Peer-reviewed · JournalRenewable Energy2026#Energy TransitionDOI
Load forecasting and optimal configuration of dual-carbon microgrid energy systems under climate change
Jianyong Zhu, Lijun Guan, Hui Yang +2
This study proposes a load forecasting and optimal configuration method for dual-carbon (carbon peak and carbon neutrality) microgrid energy systems under climate change. It focuses on integrating renewable energy and efficient energy manag…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Cleaner Production2026#Energy TransitionDOI
Solid oxide fuel cell systems accelerate decarbonization of urban buildings in China
Xinyu Lu, Zhengkai Tu
This study demonstrates that solid oxide fuel cell (SOFC) systems effectively accelerate decarbonization of urban buildings in China. By implementing SOFC, significant CO2 reductions and energy efficiency improvements are achieved. The pape…
🇨🇳 China📚 Peer-reviewed · JournalMaterials2026#Energy TransitionDOI
Editorial for the Special Issue “Advanced Energy Storage Materials: Preparation, Characterization and Applications (3rd Edition)”
Junwei Wu, Chen Liu
This editorial introduces a special issue on advanced energy storage materials for decarbonized energy systems. It summarizes recent research on material preparation, characterization, and applications, highlighting the critical role of ene…
📚 Peer-reviewed · JournalReactions2026#Energy TransitionDOI
Nanoporous Carbon Catalysts in Fischer–Tropsch Synthesis
Cristian Toncón-Leal, Kiara Montiel-Centeno, Deicy Barrera +5
This study compares Fe and Co catalysts supported on CMK-5 carbon for Fischer–Tropsch synthesis. Co shows higher activity but temperature-dependent selectivity, while Fe yields stable paraffinic C2-C3 products. DFT and KMC analyses reveal s…
📚 Peer-reviewed · JournalElectrochimica Acta2026#Energy TransitionDOI
Dual modulation of functional groups and carbon structure enables high ICE and stable sodium storage in hard carbon materials
Tengfei Jiao, Jiawei Fan, Mingyang Li +2
This paper reports a dual modulation approach of functional groups and carbon structure in hard carbon materials to achieve high initial Coulombic efficiency (ICE) and stable sodium storage, improving sodium-ion battery performance.
📚 Peer-reviewed · JournalDeakin Research Online (Deakin University)2026#Energy TransitionDOI
Microstructure, pore accessibility, and sodium storage in hard–soft carbon composites: Implications of hard-carbon precursor morphology
I Ahmed, Hiroyuki Ueda, Anthony E. Somers +2
This study investigates how the precursor morphology of hard carbon (HC) influences the microstructure and pore accessibility of HC-soft carbon (SC) composites for sodium-ion battery anodes. SC addition reduces the low-voltage plateau capac…
🌍 Global📚 Peer-reviewed · JournalElectrochimica Acta2026#Energy TransitionDOI
Microstructure, pore accessibility, and sodium storage in hard–soft carbon composites: Implications of hard-carbon precursor morphology
Israr Ahmed, Hiroyuki Ueda, Anthony Somers +2
This study investigates how the morphology of hard carbon (HC) precursor affects the electrochemical performance of HC-soft carbon (SC) composites for sodium-ion batteries. SC addition restricts access to pore domains, reducing low-voltage …
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Power Sources2026#Energy TransitionDOI
Synergistic silicon oxide–carbon nanotube framework on carbon paper enabling uniform lithium deposition and stable cycling
Sara Hamed, Filipp Obrezkov, Xiangze Kong +2
This paper presents a freestanding host composed of SiO_x-decorated carbon nanotubes on carbon paper for lithium metal anodes, achieving uniform deposition, ultralow overpotential (~15 mV), stable cycling over 1250 h, and 99.99% Coulombic e…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
“Green Dividends” from Deep Regional Integration: The Effects of Energy Market Integration on the Quantity and Quality of Low-Carbon Innovation
Shaozhou Qi, Wenna Zhang, Chaobo Zhou
This paper uses a country-industry-year panel of 25 EU member states and 39 industries from 2003-2020 to examine the effect of energy market integration (EMI) on low-carbon technology innovation (LCTI) quantity and quality. An EMI index is …
📚 Peer-reviewed · JournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
A SAFE reinforcement learning approach for low-carbon community energy cooperative management considering electric vehicle charging satisfaction
Shouxiang Wang, Fayang Tian, Xuan Zhang +3
This paper proposes a reinforcement learning approach for cooperative energy management in low-carbon communities, incorporating electric vehicle charging satisfaction to achieve sustainable operations.
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
How Does E-Commerce Development Affect Urban Low-Carbon Transition: New Insights from China’s E-Commerce Demonstration Pilot Zones
Jiarui Hu, Yuchen Yan, Xianpu Xu
Using a panel dataset of 283 Chinese cities from 2006-2022, this study employs a multi-stage DID approach to analyze how the National E-commerce Demonstration City Pilot Policy (NEDCP) affects urban carbon emissions. Results show significan…
🇪🇺 Europe📚 Peer-reviewed · JournalIET conference proceedings.2026#Energy TransitionDOI
Uncertainty-aware probabilistic energy forecasting for low-carbon industrial energy management systems
Divyabhan S. Duggal, Haimeng Wu, Neil S. Beattie +1
This paper proposes a probabilistic multi-horizon forecasting framework based on a multi-output quantile LSTM architecture for industrial energy management with on-site renewables. It uses conformal prediction to improve prediction interval…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Impact of Digital Technology Application on the Development of Low-Carbon Economic Transition: The Mediating Role of Green Investment
Ruoya Zhao, Shi Yin
Using provincial panel data from 31 Chinese provinces (2015-2024), this paper empirically identifies the causal impact of digital technology adoption on low-carbon economic transition via two-way fixed effects, IV, and bootstrap mediation t…
🇺🇸 USA📚 Peer-reviewed · JournalEnergy Policy2026#Energy TransitionDOI
Competing energy futures: Industrial policy, energy markets, and the global implications of Biden's IRA and Trump's 2025 fossil-fuel strategy
Stuart P. M. Mackintosh, Thierry Warin
This article compares Biden's clean-energy industrial policy (IRA, CHIPS, etc.) with Trump's 2025 fossil-fuel strategy, analyzing how the policy shift affects investment flows and energy markets, and highlights the uncertainty for low-carbo…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Environmental Science2026#Energy TransitionDOI
Driving environmental sustainability: exploring the role of energy transition, digitalization, globalization, and industrial structure in carbon emission efficiency
Hawazen Almugren, Abida Hafeez, Ahmed A. Mashaal +1
This study analyzes determinants of carbon emission efficiency (CEE) for 170 countries from 2002-2021. Digitalization and energy transition significantly improve CEE, while industrial structure and globalization have negative impacts. A U-s…