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-reviewedJournalCase Studies on Transport Policy2026#Energy TransitionDOI
Towards Net-Zero GHG emissions from international maritime transport: evaluation of the IMO Basket of measures by multi-agent simulation
Nonomura K.
This study evaluates the IMO's basket of measures for decarbonizing international maritime transport using multi-agent simulation. It models shipowners' and fuel suppliers' decisions to compare emission-reduction outcomes and feasibility ac…
Peer-reviewedJournalEnergy and Fuels2026#Energy TransitionDOI
Perspective Review on Ammonia and Methanol: The Next-Generation Marine Fuel for the Shipping Industry
Elfeky K.E.
A perspective review of ammonia and methanol as next-generation marine fuels for shipping decarbonization. It surveys fuel properties, challenges, and adoption pathways, framing the shift away from heavy fuel oil. Relevant to IMO-driven sec…
Peer-reviewedJournalComputers and Chemical Engineering2024#Energy EfficiencyDOI
Design optimization and closed-loop operational planning to achieve sustainability goals in buildings
Risbeck M.J.
This work appears to combine design-stage optimization with closed-loop operational planning to meet building sustainability goals. Its distinctive angle is linking design decisions to ongoing operations, though no abstract is available, so…
Peer-reviewedJournalExtractive Industries and Society2026#Energy TransitionDOI
Low carbon transition dynamics for hydrocarbon-dependent rentier states
Mohammed S.
This work examines how hydrocarbon-dependent rentier states navigate low-carbon transition. In economies where resource rents shape political and fiscal structures, transition policy interacts with governance and revenue dependence in ways …
Peer-reviewedJournalEnergies2026#Carbon AccountingDOI
Incorporating Carbon-Related Costs into Production Decisions in the Fastener Industry Under the Net-Zero Transition
Tsai W.H.
This study examines how carbon-related costs can be integrated into production decisions in the fastener industry under the net-zero transition. It offers a practical framework for embedding carbon pricing and emissions costs into manufactu…
Peer-reviewedJournalClean Energy2025#Energy TransitionDOI
Decarbonization of coal-based chemical industry: the integral role of renewable energy
Gao M.
This work examines how renewable energy can drive decarbonization of the coal-based chemical industry. Without an abstract, specifics are unclear, but it likely addresses transition pathways and policy implications for replacing coal-depend…
Peer-reviewed🇯🇵 JapanJournalEnergy Research and Social Science2025#PolicyDOI
‘The road to net zero runs through the resources sector’: Metallurgical coal and the changing politics of climate in Australia
Martus E.
A political-economy analysis of how climate politics around metallurgical coal is shifting in Australia. It examines the tension between net-zero commitments and continued reliance on coking coal for steelmaking, framing the resources secto…
Peer-reviewedJournalBuildings2026#OtherDOI
Towards Net-Zero Ground Improvement: Sustainable Sulfate Soil Stabilisation Using Lime, Ground Granulated Blast Furnace Slag and Metakaolin
Ebailila M.
A materials study on stabilising sulfate-bearing soils using lime blended with ground granulated blast furnace slag (GGBS) and metakaolin, aiming to cut the carbon intensity of ground improvement. It targets replacing cement-based binders w…
Peer-reviewedConferenceIop Conference Series Earth and Environmental Science2025#Energy TransitionDOI
Net-zero emissions and positive energy districts: An evaluation using attributional and consequential life cycle assessment approaches
Famiglietti J.
This paper evaluates net-zero emissions and positive energy districts (PEDs) using both attributional and consequential life cycle assessment approaches. It examines how the choice of LCA methodology affects district-level decarbonization r…
Peer-reviewed🌍 GlobalConferenceProceedings Ises Solar World Congress 2023 Swc 20232024#Energy TransitionDOI
A preliminary scenario modelling tool to investigate resilience, renewable energy integration, and multi-sectoral decarbonization in Pacific energy supply chains: Fiji case study
Santagata E.
This paper presents a preliminary scenario modelling tool for examining resilience, renewable energy integration, and multi-sectoral decarbonization in Pacific island energy supply chains. Using Fiji as a case study, it offers a method for …
Peer-reviewedJournalEnergy and Buildings2026#Energy EfficiencyDOI
Regenerative twins as catalysts for circular, net-zero readiness in built environments: A systematic review of enablers, applications and challenges
Mbabu A.
A systematic review of 'regenerative twins'—digital twins extended toward circularity and net-zero goals in built environments. It maps enablers, applications and challenges, outlining how digital infrastructure can align construction and r…
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…