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.
📚 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,…
📚 Peer-reviewed · JournalCleaner and Responsible Consumption2026#Energy TransitionDOI
Decarbonization Indonesia's housing sector: Integrative supply-demand analysis and consumer preferences for timber substitution
Roiswahid Dimas Pangestu, Dewi Larasati, Aswin Indraprastha
This paper presents an integrative supply-demand analysis and consumer preference study for timber substitution in Indonesia's housing sector to achieve decarbonization. It assesses the potential for carbon reduction through increased timbe…
📚 Peer-reviewed · JournalEnergy Policy2026#Energy TransitionDOI
Bytes into watts: Input–output tracking of energy-sector digitalization and its decarbonization effect
Baojun Tang, Junyu Chen, Changjing Ji +1
This paper tracks the digitalization of the energy sector using input-output analysis and empirically evaluates its decarbonization effects. It clarifies pathways through which digital technology adoption improves energy efficiency and redu…
📚 Peer-reviewed · JournalEnvironmental Policy and Governance2026#Energy TransitionDOI
The Dynamics of the Policy Mix and Sectoral Gaps in South Korea's Decarbonization Transition
Yong Hwan Kim, Kyung Nam Kim
Using a dynamic cross-correlation function, this paper analyzes South Korea's decarbonization policy mix across industry, transport, and residential sectors (2000-2022). It reveals that upstream policy inputs create an 'illusion of innovati…
🇪🇺 Europe📚 Peer-reviewed · JournalSustainability Science2026#Energy TransitionDOI
Pathways to EU decarbonization: the role of green investment and R&D activity
Aleksy Kwilinski, Oleksii Lyulyov, Tetyana Pimonenko
This study examines how green investment and R&D affect renewable energy and CO2 emissions across 26 EU countries from 2004-2023. Using fixed-effects and threshold models, it finds an inverted U-shaped relationship for investment, with inst…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy2026#Energy TransitionDOI
District heating in Lomża – How a polish city responded to EU energy measures towards decarbonisation of economy
Mieczysław Dzierzgowski, Adam Cenian
This paper examines the case of Lomża, a Polish city, focusing on its district heating system's response to EU energy measures for decarbonization. It analyzes how local policies and EU funding facilitated the transition, offering insights …
📚 Peer-reviewed · JournalEnvironmental Impact Assessment Review2026#Energy TransitionDOI
Comparative prospective life cycle assessment of decarbonization strategies in the Saudi cement industry
Glenda Terán-Cuadrado, Anissa Nurdiawati, Sami G. Al-Ghamdi
This paper conducts a comparative prospective life cycle assessment of decarbonization strategies in the Saudi cement industry, quantifying emission reduction potentials and environmental trade-offs. It provides insights for industrial tran…
📚 Peer-reviewed · JournalEnergy Economics2026#Energy TransitionDOI
Balancing climate action for greater transport decarbonisation: An avoid-shift-improve driven network data envelopment analysis framework
Keyvan Hosseini, Saeed Assani, Agnieszka Stefaniec +3
This paper proposes a novel evaluation framework integrating the avoid-shift-improve approach with network data envelopment analysis (DEA) to accelerate transport decarbonisation. It enables quantitative assessment of climate actions and ef…