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.

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Topic: #Energy Transition (clear)

Showing 3881–3900 of 5868 papers

Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI

Storage Adequacy and LNG Transition Speed in Europe After the 2022 Gas Crisis

Nagwa Amin Abdelkawy, Abdullah Sultan Al Shammre, Hazem Alshaikhmubarak +2

After the 2022 disruption of Russian pipeline gas, European countries shifted to LNG at different speeds. This study uses a panel of eight major importers over 2015-2024, modeling LNG share as the dependent variable. It finds that countries…

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Peer-reviewed🇪🇺 EuropeJournalTransportation Research Part E Logistics and Transportation Review2026#Energy TransitionDOI

Marine fuel pathways for net-zero GHG shipping: A review of life cycle assessment evidence and policy alignment

Kamalakkannan Sivappirakasam, Patrick Rigot-Müller, Joseph Coughlan

This study reviews lifecycle assessment evidence for marine fuel pathways towards net-zero GHG shipping, benchmarking 93 pathways against IMO and FuelEU regulatory limits. Results show only 15 fuels meet 2035/2044 targets and just 5 remain …

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🇪🇺 EuropeJournal2026#Energy TransitionDOI

Trading the bark spread

Owain Johnson

Remco Frenken describes his career integrating trading strategy with physical power plant operations, pioneering the 'bark spread' (coal-biomass co-firing). He details the complexity of biomass trading due to physical constraints and lack o…

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🇪🇺 EuropeJournalORBi (University of Liège)2026#Energy Transition

Historical reconstruction and future projections 1950-2050

Shady Attia

This report reconstructs and projects the GHG emission intensity of delivered electricity in Belgium from 1950 to 2050, compliant with EN 15978 and ISO 14040 for whole-life carbon assessments. The intensity fell from ~760 gCO2e/kWh in 1950 …

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Peer-reviewed🇪🇺 EuropeJournalChallenging glass conference proceedings2026#Energy TransitionDOI

From Vision to Implementation

Lisa Rammig, Linda Hildebrand

This study evaluates the progress of the glass and facade industry towards climate neutrality and circularity using a six-stage maturity model within the CircuClarity initiative. Findings show rapid advancement in glass reuse, becoming incr…

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Preprint🌍 GlobalZenodo2026#Energy TransitionDOI

Transition Scenarios for the Steel Industry toward Net Zero Emissions: A Multi-Method Foresight Study Using Delphi, MICMAC, and Narrative Scenario Planning

Khalili Zonouz, Mozhgan, Khalili Zonouz, Homa

This multi-method foresight study explores decarbonization pathways for the global steel industry by 2050. Using an international Delphi panel and MICMAC analysis, it identifies green hydrogen availability and climate policy stringency as k…

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Preprint🌍 GlobalZenodo2026#Energy TransitionDOI

The impact of statutory net zero targets on clean energy investment

Zhou, Xiaoyan, Ruan, Min, Yu, Jing +1

This study examines how statutory net zero targets affect low-carbon energy investments by public firms. It finds that only ambitious national-level targets significantly promote investment, highlighting the importance of policy stringency …

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Peer-reviewed🇪🇺 EuropeJournalApplied Economic Analysis2026#Energy TransitionDOI

Towards the green transition in the European regions. Assessing eco-efficiency in greenhouse gas emissions

Andrés J. Picazo-Tadeo, Celia Melguizo, Jesús Peiró-Palomino

This paper assesses eco-efficiency in greenhouse gas emissions across EU regions using DEA and bootstrap regression. Nordic and Western regions are most eco-efficient, while Central and Eastern regions lag. Innovation capacity, governance q…

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Peer-reviewed🇪🇺 EuropeJournalApplied Energy2026#Energy TransitionDOI

Beyond black-box rail transport: how aggregated energy system optimisation models can hide infeasible planning pathways and underestimate decarbonisation costs — evidence from Italy to 2050

Khaled Sayed Gad, Lorenzo Caravetta, Riccardo Sordi +1

This paper criticizes aggregated energy system optimization models for rail transport decarbonization planning, showing they can hide infeasible pathways and underestimate costs. Using Italy as a case study to 2050, it argues for more detai…

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Peer-reviewed🌍 GlobalJournalFrontiers in Chemistry2026#Energy TransitionDOI

Artificial intelligence driven microalgae based green fabrication and bioenergy systems for sustainable energy materials and biowaste valorization

Mohaddeseh Abbaszadeh, Sai Kumar Punna, Suvarshitha Pusuluru +5

This review examines AI and machine learning applications in microalgae-based biofuel production and green material fabrication. Techniques like ANN and SVM achieve predictive accuracy above R²=0.93, optimizing biomass yield and pollutant r…

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Peer-reviewed🇨🇳 ChinaJournalFrontiers in Built Environment2026#Energy TransitionDOI

Editorial: Technologies for cleaner and resilient transportation and transit systems

Sakdirat Kaewunruen, Cholachat Rujikiatkamjorn, Dan Li +2

This editorial introduces a special issue on cleaner and resilient transportation, covering decarbonization, circular economy, cleaner materials, low-carbon infrastructure, net zero, and energy efficiency. It highlights studies on railway c…

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