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.
CN📚 Peer-reviewed · JournalEnvironmental Impact Assessment Review2026#Energy TransitionDOI
Forecasting transportation decarbonization pathways and deciphering structural moderating mechanisms in in-situ urbanization: An interpretable machine learning and multi-scenario assessment framework
Lu Chen, Wei Liu, Meiling Wu +2
This study uses an interpretable machine learning and multi-scenario assessment framework to forecast transportation decarbonization pathways and decipher structural moderating mechanisms in in-situ urbanization. It analyzes decarbonization…
📚 Peer-reviewed · JournalEnergy Conversion and Management2026#Energy TransitionDOI
Decarbonisation strategy for district heating based on an existing gas-turbine combined heat and power plant: A novel approach with long-term scenario techno-economic optimisation
Giovanni Brumana, Madara Rieksta, Gatis Bazbauers +3
This paper proposes a decarbonisation strategy for district heating using an existing gas-turbine combined heat and power (CHP) plant. Through long-term scenario techno-economic optimisation, it identifies cost-effective emission reduction …
📚 Peer-reviewed · JournalRevista Prisma Social2026#Energy TransitionDOI
Percepciones sociales frente a la descarbonización de sectores industriales en Ecuador
Xavier Arcentales Bastidas
This study examines public perceptions of industrial decarbonization in Ecuador via a survey of 502 adults. Results show high climate awareness but low familiarity with decarbonization, leading to policy indecision. Support is higher for ta…
📚 Peer-reviewed · JournalRenewable and Sustainable Energy Reviews2026#Energy TransitionDOI
High-temperature electrolytic ironmaking driven by green electricity toward decarbonization: Evaluating molten salt electrolysis and molten oxide electrolysis routes
Zhen Wang, Mengmeng Liu, Renze Xu
This paper evaluates high-temperature electrolytic ironmaking powered by green electricity for decarbonization, comparing molten salt electrolysis and molten oxide electrolysis routes.
CN📚 Peer-reviewed · JournalEnergy Strategy Reviews2026#Energy TransitionDOI
Optimizing decarbonization pathways for the energy-economy-carbon nexus: A case study of the Chengdu-Chongqing economic circle
Lu Chen, Wei Liu
This paper optimizes decarbonization pathways for the energy-economy-carbon nexus using a case study of the Chengdu-Chongqing economic circle in China. It provides region-specific strategies with policy implications for balancing economic g…
CN📚 Peer-reviewed · JournalBiomass and Bioenergy2026#Energy TransitionDOI
A pathway to agricultural decarbonization: Assessing the negative-carbon potential of photovoltaic hydrothermal liquefaction of straw in China
Jian Wang, Feifei Yu, Tianhua Yang +8
This study evaluates the negative-carbon potential of a novel process combining photovoltaic energy with hydrothermal liquefaction of agricultural straw in China. It quantifies the carbon reduction potential and discusses implications for a…
📚 Peer-reviewed · JournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
Decarbonization of industries using reverse brayton high temperature heat pumps: A case study in the ceramic industry
Dimitrios N. Korres, Evangelos Bellos, Nikolaos Nikolopoulos +6
This paper examines the potential of reverse Brayton high-temperature heat pumps for industrial decarbonization, using the ceramic industry as a case study. It analyzes technical feasibility and CO2 reduction effects for high-temperature he…
📚 Peer-reviewed · JournalEnergy2026#Energy TransitionDOI
Regional transportation carbon emission prediction and decarbonization pathway analysis based on LASSO-BWO-ELM hybrid heuristic algorithm
Yu Li Xu, Jin Xin Cao, Zhen Shan Xu +1
This paper proposes a LASSO-BWO-ELM hybrid heuristic algorithm for regional transportation carbon emission prediction and decarbonization pathway analysis. The algorithm demonstrates effectiveness and provides specific decarbonization strat…
🌍 Global📚 Peer-reviewed · JournalApplied Energy2026#Energy TransitionDOI
Numerical optimization of aviation decarbonization scenarios: balancing traffic and emissions with maturing energy carriers and aircraft technology
Ian Costa-Alves, Nicolas Gourdain, François Gallard +3
This paper proposes a numerical optimization framework for aviation decarbonization, balancing growing traffic demand with emission reduction targets. It considers maturing energy carriers (sustainable aviation fuels, hydrogen) and aircraft…
📚 Peer-reviewed · JournalTransportation Research Part E: Logistics and Transportation Review2026#Energy TransitionDOI
Intelligent and decarbonized technology investment strategies for green port operations considering port congestion and shippers’ decarbonization preference
Shangsong Long, Hui Zhao, Yadong Wang +2
This paper proposes intelligent and decarbonized technology investment strategies for green port operations, taking into account port congestion and shippers' decarbonization preferences. It develops a model to optimize investment decisions…
📚 Peer-reviewed · JournalAdvances in Applied Energy2026#Energy TransitionDOI
Battery-Electric vs. Hydrogen: Modeling the decarbonization pathways and environmental trade-offs of global road freight
Fayas Malik Kanchiralla, Maria de Oliveira Laurin, Selma Brynolf +1
This paper models decarbonization pathways for global road freight, comparing battery-electric vehicles (BEVs) and hydrogen fuel cell vehicles. It assesses environmental trade-offs on a lifecycle basis, highlighting how optimal solutions va…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy Economics2026#Energy TransitionDOI
Socially fair decarbonization pathways for housing and mobility – Insights from a multi-model analysis for Austria
Claudia Kettner, Julia Bock-Schappelwein, Daniela Kletzan-Slamanig +8
This paper uses a multi-model analysis to explore socially fair decarbonization pathways for housing and mobility in Austria, highlighting the need to integrate energy transition with social policies.
📚 Peer-reviewed · JournalInternational Journal of Hydrogen Energy2026#Energy TransitionDOI
Power-to-fuel pathways for maritime decarbonization: Techno-economic analysis of E-ammonia and E-methanol
Mike te Brake, Songul Tekeli, Evrim Ursavas +1
This study conducts a techno-economic analysis of power-to-fuel pathways (e-ammonia and e-methanol) for maritime decarbonization. It evaluates cost and feasibility, highlighting key economic and technological barriers for these low-carbon s…
📚 Peer-reviewed · JournalMarine Policy2026#Energy TransitionDOI
Bibliometric analysis of GHG emissions and decarbonization in the fishing fleet: Trends, challenges and policy implications
Antonio Morral-Oyamburu, Marcella Castells-Sanabra, Jordi Torralbo Gavilán
This paper conducts a bibliometric analysis of research on GHG emissions and decarbonization in the fishing fleet, identifying trends, challenges, and policy implications. It provides an overview of the research landscape, offering insights…
🌍 Global📚 Peer-reviewed · JournalEarth System Governance2026#Energy TransitionDOI
From climate action to climate agency: Mapping social drivers and the opportunity structure for global decarbonization
Stefan C. Aykut, Antje Wiener
This paper proposes a framework expanding climate action from individual behavior to collective 'agency,' mapping social drivers and opportunity structures (policy, culture, economy) that enable or constrain global decarbonization. It empha…
🌍 Global📚 Peer-reviewed · JournalEnergy Strategy Reviews2026#Energy TransitionDOI
Illusionary wind energy predictability imperils the strategy of power grid decarbonization: Evidence from offshore Great Britain
Kevin F. Forbes
This paper demonstrates that wind power predictability is often overestimated, using data from offshore Great Britain. It warns that such overconfidence can undermine grid decarbonization strategies by leading to insufficient backup and fle…
📚 Peer-reviewed · JournalSustainable Futures2026#Energy TransitionDOI
Pathways to deep decarbonization in Iran’s power sector: Integrating renewable energy expansion and electricity subsidy reform
Hossein Hafezi, Siab Mamipour, Ghazaleh Khanzadeh
This paper examines pathways to deep decarbonization in Iran's power sector, highlighting the integration of renewable energy expansion and electricity subsidy reform.
📚 Peer-reviewed · JournalEnergy Research & Social Science2026#Energy TransitionDOI
Explaining Indonesia's failed energy transition: Mapping power and support for decarbonization among government institutions and actors
Indri Dwi Apriliyanti, Diwangkara Bagus Nugraha, Indra Overland
This paper analyzes Indonesia's failed energy transition by mapping power dynamics and support for decarbonization among government institutions and actors. It identifies barriers to policy implementation and interest conflicts, offering in…
🌍 Global📚 Peer-reviewed · JournalElectric Power Systems Research2026#Energy TransitionDOI
Hybrid AI-based energy forecasting and multi-objective optimisation for industrial decarbonisation: A UK Net Zero case study
Sami Astan, Kavan Fatehi, Amin Hajizadeh
This paper proposes a hybrid AI approach combining machine learning and physical models for energy forecasting and multi-objective optimization in industrial decarbonization. Through a UK Net Zero case study using real factory data, it demo…
📚 Peer-reviewed · JournalSustainable Futures2026#Energy TransitionDOI
Policy-aligned energy transition pathways for Nepal: demand projections and decarbonization strategies through 2035
Uday Raj Kafle
This paper presents demand projections and decarbonization strategies for Nepal's energy transition through 2035. Using policy-aligned scenario analysis, it outlines specific pathways for renewable energy deployment and emission reductions,…