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.
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…
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 …
Peer-reviewed🌍 GlobalJournalBuilding and Environment2026#Energy TransitionDOI
A review of research on multi-stakeholder approaches to sustainable built environments
Christiane Berger, Antje Heyselberghs, Elie Azar +10
This systematic review examines 84 publications on multi-stakeholder approaches for sustainable built environments. It finds underrepresentation of non-technical stakeholders like occupants and financial consultants, with decision authority…
Peer-reviewed🌍 GlobalJournalSN Business & Economics2026#Energy TransitionDOI
Energy transition and the income inequality–climate risk nexus in the age of financial globalization
Muhammad Saeed Meo, Muhammad Tariq Majeed, Sana Ullah +1
This paper empirically examines the impact of energy transition and income inequality on climate risk under financial globalization. Using cross-country data, it reveals policy interlinkages and offers insights for sustainable transition.
Peer-reviewed🌍 GlobalJournalSustainability2026#Energy TransitionDOI
Energy Consumption, Economic Growth, and Climate Change Dynamics in Southeast European Countries
Klodian Muço, Emiljan Karma, Luca Nguyen
This paper examines the dynamics between energy consumption, economic growth, and CO2 emissions in Southeast European countries from 2000-2024 using a dynamic panel framework. It finds that changes in energy consumption are the primary shor…
🇪🇺 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…
🇪🇺 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 …
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…
Peer-reviewed🌍 GlobalJournalThe Thinker2026#Energy TransitionDOI
Reframing South Africa’s Energy Diplomacy: An African imperative and geopolitical strategy for Just Energy Transition
Sky L. Mkuti, Frank Odimegwu
This paper comprehensively examines South Africa's energy diplomacy, highlighting its role in fostering international cooperation for decarbonization. It analyzes strategic partnerships between the Global North and South and multilateral ag…
Peer-reviewedJournalThe Korean Journal of American History2026#Energy TransitionDOI
Heterogeneity and Continuity: Energy Transitions Revisited through the Pre-Fossil Fuel Past
Minseok Jang
This paper challenges two dominant assumptions in energy transition discussions: that transitions are discontinuous and that each energy regime is homogeneous. Analyzing American environmental history research, it argues that organic energy…
Peer-reviewedJournalEnergy Policy2026#Energy TransitionDOI
How can energy policy support a just transition for countries in the global South? Insights from South Africa's renewables procurement
J. Edward Taylor, Aalia Cassim, Roderick Crompton +1
Low- and middle-income countries face the dual challenge of decarbonisation and industrialisation amid electricity supply crises. Using South Africa's REIPPPP as a case study, this paper argues that an investment-centred approach is necessa…
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…
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 …
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…
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…
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…
Peer-reviewedJournalInternational Journal For Multidisciplinary Research2026#Energy TransitionDOI
Renewable Fuels for Tomorrow: A Green Chemistry–Focused Review of Biofuels and Hydrogen Energy
Adurthi Kumari
This review evaluates recent advances in biofuels and hydrogen energy through green chemistry principles, covering biochemical and thermochemical pathways, green hydrogen production, and life cycle assessment.
Peer-reviewedJournal2026#Energy TransitionDOI
A roadmap for decarbonizing energy-intensive industries with renewable synthetic fuels and digital technologies
A. Parente, G. Sorrentino, P. Sabia +26
This paper presents a roadmap for decarbonizing energy-intensive industries (steel, chemicals, etc.) using renewable synthetic fuels and digital technologies. It analyzes emission reduction pathways, assesses technical and economic feasibil…
Peer-reviewed🇨🇳 ChinaJournalEnergy Policy2026#Energy TransitionDOI
Electricity marketization and power generation carbon emission intensity: A study based on a “U”-shaped relationship
Yanzhao Zhang, Yuanying Chi, Yuxi Wu +1
This study examines the impact of electricity marketization on carbon emission intensity of power generation, revealing a U-shaped relationship. It finds that initial market reforms reduce emissions, but beyond a threshold, further marketiz…
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…