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.
DatasetZenodo2026#Energy TransitionDOI
Data and code for: When and why quantum-inspired optimization works for building-renewable energy scheduling: structural evidence from an equal-budget comparison
Jeon, ByungKi
This study provides a structural comparison of quantum-inspired optimizers (SQA, MF-QAOA, QIEA) against classical baselines (SA, GA, tabu search, BPSO, rule-based control) and a MILP reference for day-ahead scheduling of a residential build…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
CONSTRUCTING A CIRCULAR ENERGY VULNERABILITY COMPOSITE INDEX FOR UE27
Ailincă, Alina Georgeta, Piciu, Gabriela Cornelia
This paper integrates circular economy principles into corporate energy vulnerability assessment for EU27. Adapting EPAH indicators to firm level, it constructs a composite index for the manufacturing sector using Eurostat panel data (2010-…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
The next era of electrification: engineering adaptive energy infrastructures for a decarbonized society
Sutikno, Tole
This editorial discusses the transformation of conventional power systems into flexible, interconnected, and resilient infrastructures driven by advances in renewable integration, power electronics, distributed energy resources, battery sto…
PreprintarXiv2026#Energy TransitionDOI
XGBoost "is all you need": the case of forecasting transmitted heat energy in District Heating Systems
Milan Zdravković
This study compares XGBoost and LSTM for forecasting transmitted heat energy in District Heating Systems (DHS). Using real-world data, XGBoost consistently outperforms LSTM, with lower computational cost and carbon footprint. The performanc…
Peer-reviewedJournalBiomass and Bioenergy2026#Energy TransitionDOI
A systematic review of emerging bioenergy pathways: Comparison of economic viability and greenhouse gas emissions
Jui Saha, Mark Mba-Wright, Yu Wang
This systematic review compares the economic viability and greenhouse gas emissions of emerging bioenergy pathways, identifying promising routes based on technological maturity and cost competitiveness. It provides evidence useful for polic…
Peer-reviewedJournalJournal of Thermal Analysis and Calorimetry2026#Energy TransitionDOI
Optimization of PV/T parameters and dynamic energy simulation of a detached single-family house targeting net zero energy building status
Yusuf Ali Kara, Abdullah Duzcan
This paper optimizes PV/T (photovoltaic-thermal) parameters and conducts dynamic energy simulation for a detached single-family house to achieve net zero energy building (ZEH) status. It demonstrates an integrated approach combining renewab…
Peer-reviewedCNJournalEnergy Reports2026#Energy TransitionDOI
Roadmap for deep decarbonization in China's iron and steel industry: From a multi-energy coupling and spatial relocation perspective
Shuang Xu, Can Wang, Haitao Chen
This paper presents a roadmap for deep decarbonization in China's iron and steel industry, focusing on multi-energy coupling and spatial relocation. It explores emission reduction potential and policy implications by combining energy transi…
Peer-reviewedJournalEnergy and Climate Change2026#Energy TransitionDOI
Sectoral pathways for national decarbonization: A hybrid input–output and DEA–Malmquist analysis of Mexico’s energy and productivity performance
David Silva Gutiérrez, Zeus Hiram Zamora-Guevara, Martin Flégl +1
This paper combines input-output analysis with DEA-Malmquist indices to examine sectoral energy use and productivity trends in Mexico, proposing sectoral pathways for national decarbonization. It provides empirical evidence to inform energy…
Peer-reviewedJournalEconomic Analysis and Policy2026#Energy TransitionDOI
Spillover Effects of Decarbonization on Global Value Chains: Policy Coordination Perspectives of Marketization and Digitalization
Fenxia Shan, Xin Huang, Xuanxuan Jin
This paper analyzes the spillover effects of decarbonization policies on global value chains (GVCs), emphasizing the importance of policy coordination between marketization and digitalization. It focuses on cross-border emission reduction s…
Peer-reviewedJournalBusiness Strategy and the Environment2026#Energy TransitionDOI
Industrial Symbiosis as a Neglected Opportunity in Industrial Decarbonisation Pathways: Qualitative Insights From the Australian Manufacturing Sector
Marzieh Dehghan Niri, A S M Monjurul Hasan, Andrea Trianni
This qualitative study examines industrial symbiosis (IS) in Australian manufacturing, finding that material flow exchange (MFE) is driven primarily by economic rationality and cost savings, with environmental concerns peripheral. Structura…
Peer-reviewed🇪🇺 EuropeJournalEnergy Research & Social Science2026#Energy TransitionDOI
The geopolitics of decarbonization: How changing international relations reshape the European Union's sustainability transition
Christoph P. Kiefer
This paper analyzes how changing international relations reshape the European Union's sustainability transition from a geopolitical perspective. It examines the impact of shifting international cooperation and resource supply uncertainties …
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Energy TransitionDOI
Decarbonization of Tourism-Related Sectors in Croatia: Evidence from Sector-Specific CO2 Emissions
Mirjana Jeleč Raguž, Svjetlana Letinić, Verica Budimir
This study analyzes production-based CO2 emissions from tourism-related sectors in Croatia (accommodation/food service and transportation/storage) from 2006 to 2024, using carbon intensity analysis, Mann-Kendall trend test, and Tapio decoup…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Energy TransitionDOI
Assessing Corporate Decarbonization Maturity in Poland: Evidence from the Decarbonization Index of the Polish Economy (IDPG)
Barbara Kowal, Igor Szajer
This study assesses the maturity of decarbonization processes in Polish enterprises using the Polish Economy Decarbonization Index (IDPG) data from 2023-2025. It proposes a two-dimensional maturity matrix combining current maturity and chan…
Peer-reviewedJournalAnimal2014#Energy TransitionDOI
Localising livestock protein feed production and the impact on land use and greenhouse gas emissions
Sasu-Boakye Y.
This paper evaluates the impact of localising livestock protein feed production on land use and greenhouse gas emissions. It examines the potential for emission reductions through reduced feed transport and land-use changes, highlighting th…
Peer-reviewedCNJournalHumanities and Social Sciences Communications2026#Energy TransitionDOI
Knowledge graph construction for “Blockchain & Tradable Green Certificate”: a dual-pathway analysis of international technology drive and domestic institution guidance
Tiantian Feng, Mingli Cui, Xiaoqi Sun +2
This study systematically reviews research on integrating blockchain technology with Tradable Green Certificates (TGC) to support China's emission reduction targets. Using bibliometric analysis of Web of Science and CNKI databases, it revea…
Peer-reviewedJournalSIWAYANG JOURNAL PUBLIKASI ILMIAH BIDANG PARIWISATA KEBUDAYAAN DAN ANTROPOLOGI2026#Energy TransitionDOI
Integrated Strategic Governance and Financial Pathways for Mitigating Stranded Assets
Rio Afrianda
This study proposes and empirically tests an integrated strategic management model for mitigating stranded asset risks in electricity utilities. Using survey data from Indonesian power generation companies, it shows that strategic governanc…
Peer-reviewed🇨🇳 ChinaJournalEnergy Technology2026#Energy TransitionDOI
Next‐GenerationBattery Thermal Management: The Material Revolution, Intelligent Control, and Sustainable Development
Dingle Zou, Xuelai Zhang, Jun Ji
This review integrates material, control, and sustainability dimensions of battery thermal management systems (BTMS). It identifies trade-offs in PCMs and AI control, and highlights the need for recyclable bio-based materials and physical v…
Peer-reviewed🇨🇳 ChinaJournalCarbon2026#Energy TransitionDOI
PVDC-based hard carbon anode material for sodium-ion batteries exhibiting high capacity under high-rate and low-temperature conditions
Shiwei Huang, Weiguo Liu, Shuchun Li +3
This study develops a PVDC-derived hard carbon anode for sodium-ion batteries, achieving high capacity under high-rate and low-temperature conditions. It contributes to low-cost, resource-abundant energy storage alternatives to lithium-ion …
🌍 GlobalJournalUniversity of Southampton2026#Energy TransitionDOI
Community responsive digital twins for inequality alleviation and low-carbon mobility (CORDIAL): patient and public involvement and engagement (PPIE) report
Josie Gray, Keyvan Hosseini, Clare Cowen +1
The CORDIAL project addresses health inequalities and NHS-related carbon emissions by engaging patients and the public to identify barriers to low-carbon, equitable healthcare transport. Participants reported costly, unreliable public trans…
Peer-reviewedJournalJournal of Sustainable Metallurgy2026#Energy TransitionDOI
Synergistic Alkali Activation of Magnesium Slag and Fly Ash for Sustainable Loess Stabilization: A Low-Carbon Metallurgical Waste Valorization Approach
Yushu Jing, Bowen Guan, Anhua Xu +3
This paper proposes a low-carbon material for loess stabilization using alkali-activated magnesium slag and fly ash, reducing CO2 emissions by substituting cement and valorizing metallurgical waste, contributing to sustainable construction.