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-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
TRANSITION METAL NANOSTRUCTURED CATALYSTS FOR ENERGY CONVERSION AND STORAGE APPLICATIONS: A COMPREHENSIVE REVIEW
Muhammad Neam Qamar Muhammad Qaisar
This comprehensive review summarizes recent advances in transition metal nanostructured catalysts for energy conversion and storage, covering applications in fuel cells, water electrolysis, and batteries. It highlights their critical role i…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Sustainable Rural-Based Energy Security in Katsina State, Nigeria: Challenges and Community Responses
Yahaya Sani, Abdu Yaro, Ibrahim Danladi Sule
This study examines energy poverty in rural Katsina State, Nigeria, using mixed methods with 384 households and 20 interviews. It finds 82.1% energy-poor, 89.1% rely on firewood, and communities adopt coping mechanisms like fuel stacking an…
Peer-reviewed🇪🇺 EuropeJournalInternational Journal of Sustainable Energy Planning and Management2026#Energy TransitionDOI
From Combustion to Conversion: Impact of Heating Demand Decrease on District Heating Systems
Ona Vassallo, Kaisa Kontu
This study models small, medium, and large district heating systems in Finland for 2030 and 2050 under climate scenarios, finding that reduced heating demand leads to significant revenue losses for current systems. Systems transitioning to …
Peer-reviewed🌍 GlobalJournalUtilities Policy2026#Energy TransitionDOI
Exploring pathways for accelerating energy transition and technological innovation in the power sector
Ruoxue Zhang, Yin Yang, Zhenyu Zhou +1
This paper explores pathways to accelerate energy transition and technological innovation in the power sector. While specific methods are unclear, it likely focuses on policy recommendations and investment strategies.
Peer-reviewed🌍 GlobalJournalSystems and Control Transactions2026#Energy TransitionDOI
Control-Guided Reinforcement Learning for Cooperative Energy Management
Isabela Fons Moreno-Palancas, Raquel Salcedo‐Díaz, Rubén Ruiz‐Femenia +2
This paper proposes a decentralized multi-agent reinforcement learning approach based on the cross-entropy method (CEM) for coordinating prosumers with renewables and vehicle-to-grid. Behavior cloning from a PID controller warm-starts the p…
Peer-reviewed🇪🇺 EuropeJournalSystems and Control Transactions2026#Energy TransitionDOI
Energy planning towards absolute environmental sustainability: identifying key demand-side sufficiency levers to stay within planetary boundaries using sensitivity analysis tool
Nicolas Ghuys, Diederik Coppitters, Anne van den Oever +3
This study integrates planetary boundary-based life cycle assessment into energy system optimization, showing that even low-carbon pathways violate multiple planetary boundaries. By treating final energy demand as a decision variable and us…
Peer-reviewed🌍 GlobalJournalEnergy Research & Social Science2026#Energy TransitionDOI
Beyond watts and wheels: Mapping equity and justice in energy and mobility transitions research
Daniel Gerdes, Fiona Lilith Medea de Fontana, Mathias Kirchner +4
This systematic review analyzes 481 articles on justice in energy and mobility transitions (2003-2022). It finds conceptual narrowness (dominance of distributive, procedural, and recognition justice), geographical asymmetry (Global North bi…
PreprintRenewable and Sustainable Energy Transition2026#Energy TransitionDOI
Accelerating the energy transition in Sub-Saharan Africa: A stochastic programming framework
Michael Obeng, Emmanuel Asuming Frimpong, Bernard Aboagye
This study proposes a stochastic programming framework for accelerating renewable energy capacity expansion in Sub-Saharan Africa, using Ghana as a case study. It models uncertainties in variable renewables and hydro, finding that non-hydro…
Preprint🇺🇸 USASSRN Electronic Journal2026#Energy TransitionDOI
The Role of Forward Trading in Short-term Electricity Markets with Zero-carbon Energy Resources
Dongwei Zhao, Jonghwan Kwon, Audun Botterud
This paper examines the impact of forward trading on spot market prices and strategic behavior of suppliers with zero-carbon resources (solar, wind, hydro, storage). Using a two-stage game-theoretic model, it proves that forward markets can…
Preprint🌍 GlobalJournal of Environmental Policy & Planning2026#Energy TransitionDOI
Just Labor Transition and the renewable energy-employment nexus: empirical evidence from OECD countries
Hanbee Lee, Hye Jin Kim, Jihoon Shin
This study empirically examines the renewable energy-employment nexus across OECD countries using dynamic panel models. It finds that public spending on workforce support programs significantly conditions this relationship: at low support l…
PreprintCNResearch Square2026#Energy TransitionDOI
Multi-Time Scale Optimal Dispatching of Virtual Power Plants under Carbon-Green Certificate Interconnected Trading
Huang M, Zhu R, Li H +3
This paper proposes a multi-time-scale optimal dispatching method for virtual power plants (VPPs) under a carbon-green certificate interconnected trading mechanism. It addresses double-counting and cross-subsidization risks using two-layer …
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
The Convergence of High-Resolution Geospatial Analytics and Next-Generation Mitigation Technologies: A Framework for Climate Resilience in the 2020s
Dr. Ch. Sudhakar
This paper proposes a framework integrating AI-driven high-resolution geospatial analytics with next-generation mitigation technologies such as Direct Air Capture, green hydrogen, and perovskite photovoltaics. It addresses the 1.5°C target,…
PreprintZenodo2026#Energy TransitionDOI
Emerging Green Technologies and Renewable Energy Systems: Innovations Driving the Global Energy Transition
E. B. Sedamkar
This review systematically examines emerging green technologies including solar, wind, green hydrogen, advanced storage, smart grids, and CCUS, highlighting how digitalization and renewable integration accelerate the global energy transitio…
Preprint🇪🇺 EuropearXiv2026#Energy Transition
Regional Economic Impacts of the Just Energy Transition: Lessons for Coal Regions
Imke Rhoden, Jae-Hyuck Lee
This paper analyzes the regional economic impacts of coal phase-out using EU NUTS 2 regions from 2000-2022 with fixed effects and clustered errors. Coal regions exhibit a 1.1 percentage point higher unemployment rate and 0.2 percentage poin…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
Policy Briefs
Kiri Hennadige, Suranga Lakmal, Sendanayake, Avishka, Böhmová, Helena +6
This document compiles policy briefs by C-URGE doctoral candidates, covering topics such as pollution in Sri Lanka, weather forecasting, energy transition in Germany, just transition from coal, forest governance in Argentina, Congo River fl…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Retrofitting Abandoned Slate Mine For Long-Term Thermal Energy Storage: Lessons Learned From the WeForming and Ard-Nrgy Projects
Ransy, Frédéric, Cendoya, Aitor, Lemort, Vincent
This paper presents lessons from converting a Belgian slate mine into a large-scale thermal energy storage facility. Dynamic modeling of three architectures (individual geothermal heat pump, centralized without storage, centralized with sto…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Techno-economic parametric study of a low-temperature district heating network coupled with underground mine thermal energy storage
Ransy, Frédéric, Cendoya, Aitor, Gresse, Pierre-Henri
This study conducts a techno-economic analysis of a low-temperature district heating system coupled with underground mine thermal energy storage (UTES) in Martelange, Belgium. Dynamic simulations evaluate the impact of storage volume, PV ca…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Positive Energy Districts in Switzerland : Analysis from a Technical, Social and Business Point of View - Data and Python code for the technical approach.
Cassella, Adriano, Lima, Ricardo, Rossier, Robin
This study provides data and Python code for technical analysis of Positive Energy Districts in Switzerland. It calculates building energy balances, rooftop solar potential, return on investment for PV, and uses convex optimization to simul…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#Energy TransitionDOI
Surplus hydropower-to-green methanol pathways for building energy decarbonization in hydropower-rich regions: A system-level review and decision framework
Liangdong Zhao, Yankun Jiang, Yang Qiu +1
This paper systematically reviews pathways for converting surplus hydropower into green methanol for building energy decarbonization in hydropower-rich regions, and proposes a decision framework.
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalEnvironmental Science & Policy2026#Energy TransitionDOI
Intensifying research on regional decarbonization through citizen participation and communication: Insights from a Japanese case study
Tekehiro Hatakeyama, Fumihiko Miyazaki, Ayami Otsuka +2
This paper examines the role of citizen participation and communication in regional decarbonization in Japan. Through a case study, it demonstrates the importance of citizen engagement for effective decarbonization strategies at the regiona…