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.
🇪🇺 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…
🌍 GlobalPreprintZenodo2026#Energy TransitionDOI
Marine fuel choices and related life-cycle environmental impacts under global shipping policies
1 CUBE
This study uses a global energy system model to assess energy transitions in shipping under different policies. A postponed IMO net-zero framework could increase biofuel use to 40% by 2040 but may miss net-zero targets, while a combined lev…
🌍 GlobalPreprintZenodo2026#Energy TransitionDOI
Aligning global shipping climate policies with life cycle perspective
1 CUBE
This paper argues that the IMO Net-Zero Framework's pricing and fuel standards must incorporate a life cycle perspective to avoid shifting environmental impacts to the fuel supply chain and address competition for clean energy across sector…
🌍 GlobalPreprintarXiv2026#Energy Transition
Climate Policy and The Energy Transition
Roy Sarkis
This paper studies the macroeconomic dynamics of climate policy in a multi-sector dynamic general equilibrium model with renewable and non-renewable energy. It finds that gradual policy implementation sharply reduces transition costs (welfa…
📚 Peer-reviewed · JournalChemical Engineering Journal2026#Energy TransitionDOI
Precision instantaneous heating-driven carbon reconfiguration to boost plateau capacity of hard carbon for sodium storage
Zhenjuan Zang, Yue Wang (65477), Tian Luo +2
This study proposes a method to reconfigure the carbon structure of hard carbon via instantaneous heating, boosting plateau capacity for sodium-ion batteries. It demonstrates potential for improving energy storage performance from a materia…
📚 Peer-reviewed · JournalJournal of Process Control2026#Energy TransitionDOI
Decarbonization as a systems and control challenge: From superstructure optimization to multi-period decision-making under uncertainty
Sunwoo Kim, Jay H. Lee
This paper frames decarbonization as a systems and control problem, proposing methods such as superstructure optimization and multi-period decision-making under uncertainty to support planning of decarbonization pathways from an engineering…
📚 Peer-reviewed · JournalEnvironmental Progress & Sustainable Energy2026#Energy TransitionDOI
Transport‐related carbon dioxide emissions: Energy pathways, decarbonization strategies, and public health implications
Suresh Vellaiyan, Shanmugavel Kuppusamy, Yuvarajan Devarajan +5
This review presents an integrated framework linking transport CO2 emissions, real-world driving variability, atmospheric processes, and public health outcomes. It highlights discrepancies between laboratory certification cycles and on-road…
📚 Peer-reviewed · JournalEnergy Conversion and Management2026#Energy TransitionDOI
Optimizing hybrid power-fuel configurations for container ships under decarbonization uncertainty
Zhongxiu Peng, Yuzhe Zhao, Theo Notteboom +1
This paper proposes an optimization method for hybrid power-fuel configurations on container ships under decarbonization uncertainty, aiding fuel transition and emission reduction strategies.
📚 Peer-reviewed · JournalApplied Energy2026#Energy TransitionDOI
Energy modeling for a low-carbon future and global decarbonization
Sumaira Salam, Misbah Shahzadi, Haji Ghulam Qutab +4
This paper presents energy modeling approaches for achieving a low-carbon future and global decarbonization. While lacking specific analysis, it suggests directions for energy transition.
📚 Peer-reviewed · JournalEnergy Conversion and Management2026#Energy TransitionDOI
Robust scheduling of a multi-energy system with hybrid electric-thermal-methanol storage: A carbon-cycle-integrated approach for operational flexibility
Geng Zhang, Jiangjiang Wang, Chenchen Zhai +2
This paper proposes a robust scheduling method for a multi-energy system integrating electric, thermal, and methanol storage with carbon cycle integration. It demonstrates operational flexibility improvements and CO2 reduction under uncerta…
🇨🇳 China📚 Peer-reviewed · JournalNano-Micro Letters2026#Energy TransitionDOI
Advanced Design of Three-Dimensional Lithiophilic Carbon-Based Hosts for Anode-Free Lithium Metal Batteries
Fan Yang, Xiaoping Yang, ZhaoXia Xu +7
This review summarizes recent advances in the design of three-dimensional lithiophilic carbon-based hosts for anode-free lithium metal batteries (AFLMBs). It systematically classifies carbon materials and lithiophilic modification strategie…
🌍 Global📚 Peer-reviewed · JournalDiscover Sustainability2026#Energy TransitionDOI
Stock market development, bank credit, and renewable energy as drivers of carbon intensity using a wavelet quantile approach
Tien Hoang Nguyen, Thi Ngoc Lan Pham, Vu Bao Tran +1
This study examines the time-dependent, nonlinear, and distributional heterogeneity of stock market expansion, bank credit, trade openness, and renewable energy on carbon intensity in Vietnam using wavelet quantile regression and correlatio…
🌍 Global📚 Peer-reviewed · JournalSwiss Journal of Economics and Statistics2019#Energy TransitionDOI
Multi-model comparison of Swiss decarbonization scenarios
Landis F.
This study compares multiple models of Swiss decarbonization scenarios, revealing insights into emission reduction pathways and policy implications. The results highlight how different model assumptions and structures affect scenario outcom…