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.
🌍 Global📚 Peer-reviewed · JournalRenewable and Sustainable Energy Reviews2026#Energy TransitionDOI
From electricity to economy-wide Net-Zero: Comparative analysis of global energy pathways
Rabiee A.
This paper compares global energy pathways for achieving net-zero emissions, expanding from the electricity sector to the entire economy. It highlights differences in decarbonization strategies across countries and regions, offering insight…
🌍 Global📚 Peer-reviewed · JournalAcademia Green Energy2026#Energy TransitionDOI
Microbial pathways in waste biorefineries: driving green energy and biochemical production
Omprakash Sarkar
This review examines anaerobic bioprocessing pathways for waste-to-energy, highlighting acidogenic/acetogenic fermentation producing hydrogen and volatile fatty acids, and methanogenesis producing biomethane. It argues for integrating these…
🇺🇸 USAJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
System Insights Brief No.2 — CERAWeek 2026
J. Belot
This brief analyzes CERAWeek 2026 as a structural shift where energy becomes a constraint layer for industry and AI, emphasizing the transition from abundance to constrained capacity, infrastructure deployment speed, and coordination across…
🌍 Global📚 Peer-reviewed · JournalEnvironmental Science and Technology2026#Energy TransitionDOI
Can Transcontinental Corridors Bridge Climate Sustainability and Energy Security?
Apoorv Lal, Fengqi You
This paper presents a scenario-based framework to evaluate transcontinental electrification and hydrogen corridors for Europe's energy security and climate goals. It finds that corridors from MENA (electrification) and allies (hydrogen) can…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Joint Effects of New Energy Demonstration Cities and Low-Carbon City Pilots on Manufacturing Firms’ Green Total Factor Productivity: Supply Innovation or Cost Pressure?
Yiksing Peng, X Wang, Weilong Gao
This study examines the joint impact of China's New Energy Demonstration Cities (NEDCs) and Low-Carbon City Pilots (LCCPs) on manufacturing firms' green total factor productivity (MFGTFP) using panel data from 2007-2024. A multi-period diff…
CN📚 Peer-reviewed · JournalEnvironmental Research2026#Energy TransitionDOI
Low-Carbon Transition Pathways for Heavy-Industry Parks: A Case Study from Fujian, China
Beizhu Wang, Xiaojuan Li
This paper analyzes low-carbon transition pathways for heavy-industry parks using a case study from Fujian, China. It evaluates measures such as energy efficiency, renewable energy deployment, and CCUS, offering policy recommendations for i…
🇪🇺 EuropePreprintCrossref2026#Energy TransitionDOI
Digital energy justice for AI: Policy design, multi-level governance, and transition pathways
José Ignacio Olmeda Martos, Carlos García-Llorente
This paper proposes a digital energy justice framework to govern AI's growing electricity demand. It outlines three pillars: mandatory energy/carbon transparency per service, regulatory classification of AI uses by social value, and proport…
🌍 Global📚 Peer-reviewed · JournalCarbon Capture Science & Technology2026#Energy TransitionDOI
Carbon-Derived and Biomass-Based Sustainable Aviation Fuel Pathways: A Comparative Techno-Economic and Life-Cycle Review for Aviation Decarbonization
Ahmad Saeed, Muhammad Abdul Qyyum, Amjad Riaz +3
This paper provides a comparative review of carbon-derived and biomass-based sustainable aviation fuel (SAF) pathways from techno-economic and life-cycle perspectives. It analyzes costs, GHG reduction potentials, and feasibility of each pat…
🌍 Global📚 Peer-reviewed · JournalSustainable Development2026#Energy TransitionDOI
Governance, Innovation, and Complexity: Reassessing Energy Transition and Carbon Outcomes in
G8
Economies Through a Quantile‐Based Framework
Bowen Liu, J. Ricci
This study examines the effects of environmental governance, economic complexity, green innovation, geopolitical risk, and economic growth on energy transition and carbon emissions in G8 economies from 1990 to 2021 using quantile regression…
🌍 Global📚 Peer-reviewed · JournalManagement of environmental quality2026#Energy TransitionDOI
Artificial intelligence and green growth nexus: evidence from OECD countries using panel CS-ARDL and wavelet analysis
Alper Aslan, Emin Ahmet Kaplan, Tufan Sarıtaş +1
This study examines the dynamic relationship between AI and green growth across 38 OECD countries from 1996-2024 using CS-ARDL and wavelet coherence analysis. Results show AI significantly enhances green growth in the short run, with streng…
CN📚 Peer-reviewed · JournalAsian Journal of Water Environment and Pollution2026#Energy TransitionDOI
Toward carbon neutrality: The impact of the opening of high-speed rail on urban green total factor energy efficiency in China
Lan Yu, Chunheng Fu, Ting Yu +1
This study examines the impact of high-speed rail (HSR) opening on urban green total factor energy efficiency (GTFEE) in China using a dynamic network slacks-based measure and staggered difference-in-differences method. Results show HSR sig…
🌍 GlobalPreprintResearch Square2026#Energy TransitionDOI
Transitioning Away from Oil, with Oil: Quantifying Embedded Oil Demand in the Net-Zero Transition
Laing T, Koroma MS, Elshurafa A
This study quantifies the paradox that renewable energy and electric vehicle manufacturing relies on oil-based materials. Using material flow analysis, it projects that global oil demand embedded in these technologies could rise from 2.8 mi…
🌍 GlobalPreprintResearch Square2026#Energy TransitionDOI
Microwave Power-to-Heat for Solar Salt: Multiphysics Analysis and Design Constraints
Valverde C, Díaz-Morcillo A, Fayos-Fernández J +3
This paper investigates microwave heating of molten solar salt (solar salt) for thermal energy storage, combining multiphysics simulations and experiments. Solar salt behaves as a highly conductive ionic medium with limited microwave penetr…
CN📚 Peer-reviewed · JournalMaritime Policy & Management2026#Energy TransitionDOI
Maritime decarbonization: a systematic literature review and directions for future research
Moran Wang, Zheng Xuan Hoy, Shouyang Wang +1
A systematic literature review on maritime decarbonization, summarizing current research trends and proposing future directions. The paper provides policy implications for reducing GHG emissions in the shipping industry.
CN📚 Peer-reviewed · JournalAsian Business Research Journal2026#Energy TransitionDOI
Research on the Path and Countermeasures of Digital Intelligence Technology Driving the Green and Low-Carbon Transformation of Oil and Gas Enterprises
Jingjing Kong
This paper analyzes how digital intelligence technology drives green and low-carbon transformation in oil and gas enterprises. Drawing on dynamic capabilities and resource-based theories, it shows that digital technologies enable data sensi…
🇨🇳 China📚 Peer-reviewed · JournalEnergy2026#Energy TransitionDOI
A Bidirectionally Coupled Multi-Energy and Route Optimization Framework for Low-Carbon Maritime Transport
Baitong Zhu, Y J Li, Yuxuan Xiao +3
This paper proposes a bidirectionally coupled optimization framework integrating multi-energy systems and route planning for low-carbon maritime transport. It simultaneously optimizes energy sources and voyage routes to maximize CO2 emissio…
🇺🇸 USA📚 Peer-reviewed · JournalNature Energy2026#Energy TransitionDOI
Resilient electricity infrastructure and energy transitions in island states
Silvana Lakeman
Examines challenges and strategies for resilient electricity infrastructure and energy transitions in island states, analyzing pathways to sustainable energy systems from a conservation perspective.
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Sustainability-Oriented Techno-Economic Assessment of Sulphur Compliance Strategies for an Aging Cruise Vessel Under SOx and GHG Constraints
Luís Baptista, Sandrina Pereira, Juliana Almeida +1
Using real operational data from a 1998-built cruise vessel, this study evaluates sulphur compliance strategies: heavy fuel oil with scrubbers vs. marine diesel oil. Scrubbers reduce SOx by 96.9% but increase fuel consumption, CO2, and NOx …
🌍 Global📚 Peer-reviewed · JournalDeakin Research Online (Deakin University)2026#Energy TransitionDOI
Solar and wind energy transition towards a net-zero energy future in Asia: Key factors, drivers, challenges, and future pathways
Tuhibur Rahman, Moinul Alom Shovon, Zeseya Sharmin +1
This review systematically analyzes the transition to solar and wind energy in Asia, identifying infrastructural, grid integration, and institutional discordance as key barriers. It proposes an integrated framework prioritizing regulatory c…
🌍 Global📚 Peer-reviewed · JournalNature Communications2026#Energy TransitionDOI
Challenges and opportunities of the full phase-out of fossil fuels under the 1.5 °C goal
Shotaro Mori, Siddharth Joshi, Volker Krey +4
This study uses two global energy system models to explore pathways to fully phase out fossil fuels by 2050 under the 1.5°C goal. Compared to cost-effective 1.5°C pathways, the phase-out pathway requires a 1.6-1.8-fold increase in power gen…