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.
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Ambition versus Historically Grounded Transition Feasibility: Structural Constraints in Carbon-Budget Pathways
Velasquez CE, Oliveira DS, Freire JP +1
This study assesses the structural feasibility of Reference, 1.5°C, 2°C, NDC, and Energy Justice pathways across ten world regions. Using multi-model forecasting for regional baselines and historically calibrated transition bounds, it finds…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Energy Transition Decision-Making Process in Czech and Polish Housing Cooperatives: LLM Assisted Agent-Based Model Specification
Nesládek, Michal, Bełch, Wojciech, Stará, Soňa +1
This document specifies an LLM-assisted agent-based model (LLM-ABM) from the ENBLOC project on energy transition in post-socialist Czech and Polish housing cooperatives. It models attitude formation and deliberation rather than voting outco…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
PODCAST: Airline Decarbonization Pathways Using System Dynamics: A Conceptual Simulation Framework
MARTIN-DOMINGO, Luis
A podcast summary of a study proposing a system dynamics simulation framework for airline decarbonization pathways. It models interacting levers such as SAF, fleet renewal, and operational efficiency to explore long-term decarbonization tra…
PreprintarXiv2026#Energy Transition
AI Data Centers Meet Electrical Grids: A Review of Power Challenges and Coordinated Solutions
Mariam Mughees, Yuzhuo Li, Yize Chen +1
This review traces the power-delivery chain from AI accelerators and workloads through rack converters, UPS, storage, and microgrids to the grid interconnection point. It shows that location, temporal variability, and controllability—not an…
PreprintarXiv2026#Energy Transition
Strategic Investment Decision Making for Value Creation in Energy Transition: A Reinforcement Learning Approach
Yasaman Cheraghi, Reidar B. Bratvold, Aojie Hong +2
This study develops a custom simulation environment modeling the dynamic energy landscape to 2050 and a multi-criteria sequential decision-making (SDM) framework for allocating funds across oil & gas, renewables, and CO2 reduction. Using re…
Peer-reviewedJournalJournal of Climate Change2026#Energy TransitionDOI
A Comparative Review of Vegetative and Animal-Based Biodiesel: Feedstock Selection, Synthesis Method, Characterization Technique, and Economic Perspective
Sami Alsaadi, Mohammad Aliff Shakir, Mardiana Idayu Ahmad
A comparative review of biodiesel from vegetative and animal feedstocks, assessing lipid extraction techniques and five production routes with emphasis on transesterification. It evaluates physicochemical properties against ASTM 6751 and EN…
Peer-reviewedJournalApplied Water Science2021#Energy TransitionDOI
Minimizing greenhouse gas emissions of an industrial wastewater treatment plant in terms of water–energy nexus
Yapıcıoğlu P.
A study on minimizing greenhouse gas emissions from an industrial wastewater treatment plant through a water–energy nexus lens. It optimizes the trade-off between treatment energy use and water quality management to cut emissions while main…
Peer-reviewedJournalAdvances in Materials2026#Energy TransitionDOI
Aluminum Fuel Cells: Tackling Challenges and Unlocking Commercial Potentials.
Yan-Hui Cao, Ying-Jie Liu, Ze-Peng Gao +6
A review of aluminum fuel cells, addressing technical challenges and commercial potential. Aluminum offers high energy density and possible use as a hydrogen carrier or backup power source. No abstract available, so empirical and policy imp…
Peer-reviewed🇪🇺 EuropeJournalEuropean Journal of Sustainable Development2026#Energy TransitionDOI
Transforming Waste Management from Incineration to Resource Recovery in the UK
Habiba El-Gharably, Rufus Henderson, Alfred Chinta +1
This study evaluates a circular pathway diverting non-hazardous NHS hospital waste from incineration to segregation, validated sterilisation, and repurposing. Combining policy analysis, process mapping, and scenario-based carbon and cost co…
Peer-reviewed🇨🇳 ChinaJournalApplied and Computational Engineering2026#Energy TransitionDOI
Research on the Green Development of Port Mechanical and Electrical Equipment under the "Dual Carbon" Strategy
Kuo Li, Jianqing Wang, Haobai Wen +1
This review examines the green and low-carbon transformation of port mechanical and electrical equipment under China's carbon peaking and neutrality goals. It surveys decarbonization practices at typical ports and analyzes four technology d…
Peer-reviewed🇨🇳 ChinaJournalEnvironment and History2026#Energy TransitionDOI
Marilena Mela, Assembling the Archipelago: Heritage in Energy Transitions and Climate Action
Yanling Hong, HANHUI LI
This book examines how heritage shapes energy transitions and climate action through the lens of the archipelago. It argues that decarbonization intersects with local history, culture, and identity, offering a socio-cultural perspective oft…
Peer-reviewed🇨🇳 ChinaJournalSustainable Computing Informatics and Systems2026#Energy TransitionDOI
Artificial Intelligence-Driven Sustainable Energy Transition Optimization for Resource-Based Regions: Implications for Resource Governance and Fiscal Sustainability
Ali Zhou, Da Kuang
This study applies AI to optimize sustainable energy transition pathways in resource-based regions, with implications for resource governance and fiscal sustainability. It sits closer to empirical energy-transition policy than to ESG disclo…
Peer-reviewed🌍 GlobalJournalETA Florence2026#Energy TransitionDOI
An Assessment of the Sustainable Energy Potential from Planted Forestry Biomass for Fossil and Bioenergy Carbon Capture and Storage: A Case Study in Southern Brazil
B.M. El Assad, R. de Freitas Moura, B. Pereira de Souza Bezerra +8
This study assesses sustainable energy potential from planted forestry biomass in Rio Grande do Sul, Brazil, for coal-biomass co-firing and BECCS as a just-transition strategy. Using geospatial analysis, it excludes socio-environmental, hyd…
Peer-reviewedJournalConstruction and Building Materials2026#Energy TransitionDOI
Mineral evolution, hydration mechanism and performance of low-carbon belite-ye’elimite-ferrite cement prepared by steel slag and desulfurization gypsum
Zhiqiang Guo, Xiaoya Li, Siyu Duan +5
This study synthesizes low-carbon belite-ye'elimite-ferrite (BYF) cement from steel slag and desulfurization gypsum, examining mineral evolution, hydration mechanisms, and performance. It demonstrates a materials route that cuts cement-rela…
Peer-reviewedJournalEnergy and Buildings2026#Energy TransitionDOI
Residential Load Archetype Extraction under Low-Carbon Technology Adoption using Two-Stage DTW Meta-Clustering
Απόστολος Βαβούρης, Lina Stanković, Vladimir Stanković
This study applies two-stage DTW meta-clustering to extract residential electricity load archetypes under low-carbon technology adoption (e.g. solar, storage, EVs). The archetypes can inform demand forecasting, grid operations, and demand-r…
Peer-reviewedJournalSustainable Cities and Society2026#Energy TransitionDOI
Sustainable Urban Energy Systems: Privacy-Preserving Coordination of Multi-Energy Hubs for Low-Carbon Smart Cities
Peng Zhang, Shoujun Huang, Fan Liu +1
This paper addresses privacy-preserving coordination of multiple energy hubs to support low-carbon smart cities. It targets urban-scale multi-energy optimization while protecting sensitive operational data, offering implications for distrib…
Peer-reviewed🇪🇺 EuropeJournalETA Florence2026#Energy TransitionDOI
Pathways to Low-carbon Aviation: Comparative GHG Intensities from Syngas-, Biocrude-, and Alcohol-to-SAF Production Routes
M.D.B. Watanabe, V. Ballal, T.F. Lopes +1
A screening review of SAF production routes—syngas, biocrude, and alcohol-to-SAF—comparing life-cycle GHG intensities against fossil jet fuel over the past decade. Aligned with EU-RED and ICAO-CORSIA, it synthesizes carbon footprints and ke…
Peer-reviewedJournalEnergy and Buildings2026#Energy TransitionDOI
Low-carbon technological innovation diffusion among prefabricated component enterprises: Evolutionary dynamics in weighted networks
Qiang Du, Yaru Ma, Youdan Huang +2
This study models how low-carbon technologies diffuse among prefabricated component manufacturers as evolutionary dynamics on a weighted network. It suggests that the strength of inter-firm ties shapes technology adoption. No abstract is av…
Peer-reviewedJournalEnergy Reports2026#Energy TransitionDOI
Low-carbon power system scheduling via nodal marginal carbon intensity-driven synergy between generation and demand sides
Tongzhou Yang, Zhejing Bao, Miao Yu
This paper proposes a low-carbon power system scheduling approach that coordinates generation and demand sides using nodal marginal carbon intensity as a signal. By embedding time- and location-varying carbon intensity into dispatch, it aim…
Peer-reviewed🌍 GlobalJournalETA Florence2026#Energy TransitionDOI
Feedstock Availability for Low Carbon Liquid Fuels in Australia
A. Mishra, C.A. O'Sullivan, S. Mueller +3
Australia's government is funding a domestic Low Carbon Liquid Fuels (LCLF) industry to boost fuel security and decarbonize hard-to-abate sectors like long-haul transport, aviation, shipping, and remote mining/agriculture. Currently Austral…