GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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-reviewedJournalEnergy2026#Energy TransitionDOI
Renewable fuels or CCS? Identifying drivers in net-zero transport and energy systems
Fristed F.
This paper examines the drivers determining whether renewable fuels or CCS are chosen in net-zero transport and energy systems. It identifies conditions shaping the division of roles between these options, offering implications for decarbon…
Peer-reviewedJournalAnnual Review of Financial Economics2025#Transition FinanceDOI
The Economics of Net Zero Banking
Morse A.
A study on the economics of net-zero banking, likely examining how banks decarbonize lending portfolios, the incentives and costs of transition finance, and how regulation shapes bank behavior. Without an abstract, specifics are unconfirmed…
Peer-reviewedJournalNature Sustainability2026#Climate RiskDOI
Synergistic pathways to mitigate climate and water scarcity risks
Hao-Dong Lv, Ji-Zhe Li, Kai Li +4
This work appears to examine synergistic pathways for jointly mitigating climate and water scarcity risks. With no abstract available, the geographic scope, methods, and quantitative findings remain unclear. It sits in the growing space whe…
Peer-reviewedJournalAcademia Open2026#Disclosure InfrastructureDOI
Mining Carbon Disclosure Declines With Managerial Ownership and Profitability
Meri Aprilianti, Eksa Ridwansyah, Umarudin Kurniawan
Using multiple regression on 60 observations of Indonesian mining firms (2021–2024), this study finds that managerial ownership and profitability are significantly negatively associated with carbon disclosure, while total assets show no sig…
Peer-reviewedCNJournalIEEE Transactions on Cognitive Communications and Networking2026#Carbon AccountingDOI
A Carbon-Tracking Resource Trading Mechanism Based on Hierarchical Game in Green Computing Power Networks
Renchao Xie, Shuo Li, Qinqin Tang +4
This paper proposes a carbon-tracking hierarchical trading mechanism for green Computing Power Networks (CPNs) supporting LLMs. It formulates a three-stage Stackelberg game among consumers, resource providers, and Energy Supply Points, prov…
Conference2026 International Conference on Modern Sustainable Systems (CMSS)2026#AI × ESGDOI
A Cognitive Digital Twin with Deep Reinforcement Learning for Carbon-Aware and Resilient Supply Chains
Sudhanwa Purandare, Sumanth Banakar, Venkatesh Ankarla Sri Ramuloo +1
This paper proposes a cognitive digital twin combined with deep reinforcement learning for carbon-aware and resilient supply chain management. It contributes a framework that balances carbon constraints with disruption resilience in operati…
Peer-reviewed🇨🇳 ChinaJournalEnvironment Development and Sustainability2026#Climate ScienceDOI
Land‑use change, carbon stock dynamics, and nonlinear drivers in the Beiluo River Basin, Loess Plateau, China, 2000–2035
Lin Dong, Hua Li, Honghong Yang +2
A study analyzing land-use change and carbon stock dynamics in China's Beiluo River Basin on the Loess Plateau from 2000 to 2035. It identifies nonlinear drivers and projects future carbon balance, offering insights for regional-scale carbo…
Peer-reviewed🇨🇳 ChinaJournalProceeding Humanities Education and Social Sciences2026#Carbon AccountingDOI
Research on the transformation mechanism of carbon sequestration benefits of the digital economy in the wetlands around dongting lake under high–quality development: a case study of the dongting lake wetland reserve
Yuting Zhao, Yue Zhao, Weiqi Duan +1
Using 2005–2022 panel data from three cities around Dongting Lake Wetland Reserve, this study applies OLS regression to examine how the digital economy affects carbon emissions, energy structure, and carbon sequestration. It finds the digit…
Peer-reviewed🇨🇳 ChinaJournalJournal of the American Planning Association2026#Energy TransitionDOI
Building Postcarbon Futures: Land, Justice, and Energy Transitions
Hui Chen
This paper challenges the familiar picture of postcarbon futures as merely closing coal plants and scaling renewables. It argues that energy transitions are inseparable from land, space, and social justice, and that building postcarbon futu…
Peer-reviewed🇨🇳 ChinaJournalEnergy Reviews2026#Energy TransitionDOI
Advancing Energy Accessibility, Equity, and Sustainability with City Information Model for Renewable, Storage and Infrastructure
Yuekuan Zhou, Zhaohui Dan, Xinyao Zheng +8
This review examines City Information Models (CIM) as integrated digital frameworks for urban energy planning, combining renewables, storage, and infrastructure optimization with energy equity. Coupled with digital twins, AI, and IoT, CIM e…
Peer-reviewed🇨🇳 ChinaJournalProceeding Humanities Education and Social Sciences2026#Energy TransitionDOI
Breaking through the dilemmas: pathways for natural gas distributed energy development under China’s dual carbon goals
Jiehui Yuan, Zhihong Liu
This paper systematically analyzes the dilemmas facing natural gas distributed energy (NGDE) development in China under its dual carbon goals. It identifies high gas-fired electricity costs, import-dependent supply security, incomplete grid…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Sustainable Food Systems2026#Energy TransitionDOI
Smart energy transition in agricultural industrial parks for sustainable food systems: policy coordination pathways and dynamic evolution simulation
Zhong Li, Yixuan Chen, Simiao Tong +2
A system dynamics model of smart energy systems in agri-food parks integrates energy technology, digital infrastructure, policy market, and environmental goals across four subsystems. Simulating 2025–2040, policy coordination boosts install…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#BiodiversityDOI
Energy Transition, Greenhouse Gas Emissions, and Biodiversity: Global Assessment
Ziwei Wang, Biyuan Liu
Using a 2000–2022 global panel, the study shows renewable energy reduces extinction risk via GHG emission cuts (mediation analysis). Effects are nonlinear, weakening at higher levels, and stronger in Europe than Africa. It empirically links…
Peer-reviewed🇨🇳 ChinaJournalFood and Energy Security2026#Climate FinanceDOI
Energy Security, Green Finance, and Adoption of Communication Technology Increase Food Production in ASEAN ‐5 Economies, While Climate Change Reduces Gains
Yiyun Jiang, Abbas Ali Chandio, Korhan K. Gökmenoğlu +2
Using 2000-2023 panel data for ASEAN-5 (Indonesia, Malaysia, Philippines, Thailand, Vietnam), this study finds energy security, green finance, and communication technology adoption significantly raise food production, while climate change r…
Peer-reviewed🇨🇳 ChinaJournalEngineering Applications of Artificial Intelligence2026#Carbon PricingDOI
A monotonic multi-output mixed-frequency quantile regression neural network for carbon price prediction
Xiwen Qin, Liping Yuan, Xiaogang Dong +2
This study proposes MMQRGRU-MIDAS, a monotonic multi-output mixed-frequency quantile regression neural network for carbon price prediction. Using LASSO for factor selection, a MIDAS module to model raw mixed-frequency data without interpola…
Peer-reviewedJournal2026#Climate RiskDOI
A Framework for Systemic Transformation: Achieving Climate-Resilient and Environmentally Sustainable Health Care Facilities Perspective Research Report
Robin Kiplangat Cheruiyot
This report proposes a framework for systemic transformation toward climate-resilient and environmentally sustainable health care facilities. It integrates climate adaptation and environmental sustainability into health infrastructure desig…
Peer-reviewed🇺🇸 USAJournalNature Chemical Engineering2026#CCUSDOI
Evaluating the fundamental limits of carbon dioxide separation membranes
Max Saffer-Meng, Kian P. Lopez, Anthony P. Straub
This paper evaluates the fundamental performance limits of CO2 separation membranes. Membrane separation is a key technology within CCUS, and clarifying its efficiency ceiling directly informs future recovery costs and energy use. Without a…
Peer-reviewedJournalJournal of Cleaner Production2026#CCUSDOI
Circular carbon materials from organic waste: Life cycle comparison with fossil-derived carbon
M.J. Hernández Rodríguez, Victoria Bustos‐Terrones, María Yesenia Díaz-Cárdenas +3
A life-cycle assessment comparing circular carbon materials derived from organic waste against fossil-derived carbon. It appears to quantify decarbonization and circularity benefits of waste-based feedstocks. Without an abstract, details ar…
Peer-reviewedJournalEnergy2026#CCUSDOI
A Multi-Stage Planning Model for Low-Carbon Power Systems: Coupling Oxy-Fuel Carbon Capture Retrofitting with Power-to-Methanol
Xiong Wu, Zuofu Zhu, Cong Wu +2
This study proposes a multi-stage planning model for low-carbon power systems that couples oxy-fuel carbon capture retrofitting of existing plants with power-to-methanol using surplus renewable electricity. It optimizes investment timing an…
Peer-reviewed🇨🇳 ChinaJournalThe North American Journal of Economics and Finance2026#Climate FinanceDOI
Low-carbon economic transition uncertainty and corporate financialization
Feng Zhao, Yueyue Qiu, Yao Wu +1
An empirical study, apparently from Chinese academic institutions, examining how uncertainty surrounding the low-carbon economic transition affects corporate financialization (firms' shift toward financial asset holdings). It likely suggest…