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.
CNJournalUniversity of Edinburgh2026#Energy TransitionDOI
Energy poverty in China's energy transition era: capabilities, vulnerabilities and structural local dynamics
Yujia Ji
Mixed-methods study of 20 rural villages in northern China (2023-24) combining interviews with evolutionary game theory and agent-based modelling. Energy poverty is shown to be reproduced through conversion burdens, housing quality, village…
Peer-reviewed🌍 GlobalJournalSN Business & Economics2026#Energy TransitionDOI
When green is not attractive: energy transition, capital inflows, and environmental outcomes in BRICS economies
Nurcan Kilinc, Maria Marlein Warong
An empirical study examining how energy transition progress relates to capital inflows and environmental outcomes across BRICS economies. The framing suggests green investment does not automatically attract capital or deliver environmental …
JournalINTERNATIONAL JOURNAL OF ENGINEERING AND MODERN TECHNOLOGY2026#Energy TransitionDOI
Simultaneous Expansion of Energy Access While Transitioning to Cleaner Energy Sources: A Systematic Review
Felix N. Igbeghe
This systematic review examines literature on the dual challenge of expanding energy access while transitioning to cleaner energy sources in developing countries. Using content analysis, it identifies trade-offs and synergies between energy…
Peer-reviewedJournalEnergy Strategy Reviews2026#Energy TransitionDOI
A multi-dimensional framework for modeling energy system transition resilience
Behzad Zamanipour, Padam Adhikari, Farzin Ahmadi +1
This paper proposes a multi-dimensional framework for modeling the resilience of energy system transitions. Without an available abstract, specific contributions and findings cannot be confirmed, but it appears to offer a methodological app…
Peer-reviewed🌍 GlobalJournalEnvironmental Economics2026#Energy TransitionDOI
Macroeconomic drivers of CO₂ emissions reduction in a transition economy: From residential extrapolation to municipal policy scaling
Тетяна Курбатова, Liliana Smiech, Iryna Mykolaivna Sotnyk +3
Using OLS on Ukrainian macro data (2002–2021), this study assesses how investment, energy efficiency, energy costs, and renewables drive CO₂ emissions. Macro energy efficiency emerges as the strongest decarbonization driver, while gross cap…
Peer-reviewed🌍 GlobalJournalJurnal Pelita Raya2026#Energy TransitionDOI
Indonesia’s Energy Policy as a Forum for Justice in the Global Green Transition
Yunita Sopiana, Dyah Maharani, Sutri Destemi Elsi +2
This study analyzes Indonesia's energy policy as a contested arena where decarbonization, power relations and distributive justice collide. Coal generates state revenue and energy security while concentrating socio-ecological costs, and nic…
PreprintResearch Square2026#Energy TransitionDOI
Transformation of Smart Power Grids with Artificial Intelligence: Challenges, Opportunities, and Future Outlook
Alavi SE
This paper reviews the role of deep learning and optimization techniques in smart grids integrating IoT and AI. LSTM networks, reinforcement learning, and Particle Swarm Optimization are presented as solutions for renewable variability, pea…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
Do Industrial Robots Accelerate the Renewable Energy Transition? Evidence From High Geopolitical Risk Countries
Mohseni Zonouzi, Seyyed Jamaledin, Aminpour Ghahramani, Pegah
Using a balanced panel of eight high-geopolitical-risk economies (2011–2023) and a gamma log-link GLM, this study tests whether industrial robot adoption drives renewable energy uptake. Robot density, labor participation, and R&D spending s…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Tulipa Energy Model
Soares Siqueira, Abel, Tejada-Arango, Diego A., Morales-España, Germán +7
The Tulipa Energy Model is a Julia package for energy planning that integrates electricity markets with sector coupling. As an open-source optimization tool, it supports analysis of decarbonization pathways across power and other sectors (h…
🌍 GlobalReport2026#Energy TransitionDOI
Employing Domain-Informed AI for Energy Planning and Decarbonization under Uncertainty
Renee Obringer, Mir Matin, Kaveh Madani
This policy brief examines how domain-informed AI can complement traditional long-term energy infrastructure planning under climate uncertainty. It argues that stationary historical weather data and rigid models expose public investments to…
Peer-reviewedJournalJournal of Business Insight and Innovation2026#Energy TransitionDOI
Energy Consumption and Industrial Growth in Pakistan
(著者不明)
Using ARDL on 1976–2024 time-series data, this study examines how energy consumption affects Pakistan's industrial growth. Energy use, trade openness, and labor participation boost industrial value added, while inflation harms it. It stress…
Peer-reviewed🌍 GlobalJournalEnvironmental Law Review2026#Energy TransitionDOI
Book review: Oil and Gas: A Practical Handbook by Renad Younes (ed)
G. Okara
This is a review of the 4th edition of a practitioner-focused handbook on oil and gas law, covering contracts, regulation and risk. It addresses geopolitical fragmentation, just transition, sanctions compliance, ESG and climate litigation a…
Peer-reviewed🌍 GlobalJournalJournal of Sailing Technology2026#Energy TransitionDOI
Comparative Collision Risk Framework for Wind-Assisted Ships: A Case Study between the English Channel and the Port of Santos
(著者不明)
This study proposes a route-scale collision risk framework for wind-assisted ship propulsion (WASP), evolving CPA into a spatio-temporal pre-filter for Safe Boundary methods. Using the SOMOS optimal routing simulator over one year on the Sa…
Peer-reviewedJournalJournal for Maritime Research2026#Energy TransitionDOI
Decarbonizing Marine Supply Chains through AI Optimized HTL of Macroalgae: A Renewable Port Energy Solution
(著者不明)
This study uses AI to optimize hydrothermal liquefaction (HTL) of macroalgae for biofuel production. A bio-oil yield of 23.5% was achieved at 280°C, 30 min, 15% solids, with AI prediction error under 2%. The biochar (55% carbon) supports so…
Peer-reviewedJournalUkrainian Journal of Applied Economics and Technology2026#Energy TransitionDOI
Features of the transition of the domestic economy to a green economy and its integration into the european energy market
(著者不明)
This paper analyzes Ukraine's green transition as simultaneously an environmental, macroeconomic, security, and EU-integration agenda. It argues decarbonization, energy efficiency, renewables, and industrial modernization are prerequisites …
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
Future Ports as Energy Hubs: Integrated Framework for Renewable Energy Planning, Storage, and Sector Coupling
(著者不明)
Proposes an integrated framework for transforming ports into sustainable energy hubs, combining renewable generation, battery storage, green hydrogen, port microgrids, and intelligent energy management. It explicitly addresses Mediterranean…
Peer-reviewedJournalBatteries2026#Energy TransitionDOI
Machine-Learning-Assisted Multi-Energy Coupling and Battery–Grid Coordination for Deep Decarbonization of Smart Integrated Energy Systems: Modeling, Optimization, and Applications
(著者不明)
A machine-learning-assisted framework co-optimizes electricity–heat–hydrogen–storage coupling in grid-connected integrated energy systems. Using K-means and Latin hypercube sampling for scenario generation, a MILP co-optimizes cost, carbon …
Peer-reviewedJournalBiomass Conversion and Biorefinery2026#Energy TransitionDOI
Advancements in algae-based biocrude upgrading and green hydrogen integration for sustainable aviation fuel production: a comprehensive review
(著者不明)
This review integrates algae hydrothermal liquefaction (HTL) biocrude upgrading with green hydrogen for sustainable aviation fuel (SAF). It links cultivation, catalytic upgrading, hydrogen-assisted hydroprocessing, and TEA/LCA across the va…
Peer-reviewed🌍 GlobalJournalEnergies2026#Energy TransitionDOI
The Energy Transition: Technical and Economic Perspectives from Public Institutions in Ghana
(著者不明)
Using Ghana's Parliament House as a case study, this paper assesses the technical and economic feasibility of rooftop/carport solar PV-grid integration and green hydrogen/ammonia production via GIS and Python simulation. A 6.3 MW solar syst…
Peer-reviewed🌍 GlobalJournalThe Innovation Reviews2026#Energy TransitionDOI
Accelerating net-zero future via fluid dynamics and chemical kinetics
(著者不明)
This roadmap integrates fluid dynamics, combustion chemistry, advanced diagnostics, and machine learning to enable the low-carbon transition. It highlights hydrogen, ammonia, and sustainable aviation fuels as key energy carriers, alongside …