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.
🌍 GlobalJournal2026#Energy TransitionDOI
Data Centre Sustainability
Pradip Ninan Thomas
This chapter examines sustainability challenges in data centers, focusing on critical minerals, water, and power access. It highlights the gap between Amazon's green pledges and actual practices, and uses the Hamina data centre in Finland t…
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
The primary energy fallacy in energy transitions
Jan Rosenow, Nick Eyre, Jeffrey Rissman +4
This paper critiques the primary energy metric in energy transitions, arguing that conventional measures misrepresent progress in renewable energy deployment and may lead to flawed policy decisions.
Peer-reviewedJournalJurnal Ilmu Ekonomi Terapan2026#Energy TransitionDOI
Determinants of Public Intention and Acceptance Behavior Toward Biomass Supply for Electricity Generation: The SEM-PLS Approach
Meiri Triani, Ahyahudin Sodri, Haruki Agustina
This study examines determinants of public acceptance for biomass supply in coal-fired power plants in Indonesia, using TAM and TPB extended with information dissemination. SEM-PLS on 414 respondents shows attitude and perceived behavioral …
Peer-reviewed🇪🇺 EuropeJournal2026#Energy TransitionDOI
Thorium as an Advanced Nuclear Fuel: Enhancing Supply-Chain Resilience for the Energy Transition
M. G. De Donno
This paper highlights nuclear energy's role in the energy transition and the vulnerabilities of uranium fuel supply chains, proposing thorium as an alternative. Thorium is abundant with lower geopolitical risk, potentially enhancing supply …
🌍 GlobalJournal2026#Energy TransitionDOI
Fundamentals of Green Energy and AI
Saumen Dhara, Shantanu Naskar, Rudrajit Datta
This chapter provides a foundational overview of green energy systems (solar, wind, hydro, biomass, geothermal) and the integration of AI techniques (ML, DL, RL) for forecasting, smart grid optimization, predictive maintenance, and carbon-a…
Peer-reviewedJournalInternational Journal of Energy Sector Management2026#Energy TransitionDOI
Institutional and technological coevolution in an emerging energy transition: a multilevel perspective on Türkiye’s renewable energy transformation (2016–2024)
Aykut Arslan, Abdülkadir Akturan
This study examines Türkiye’s renewable energy transition from 2016 to 2024, using 45 interviews and a multilevel perspective combined with institutional theory. It identifies three phases: niche emergence, regime reconfiguration via state …
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Nonlinear Threshold Effects of Institutions on the Energy Transition in Developing Countries : Evidence from PSTR, Informal Institutions and Transmission Channels
ABESSOLO NGOUA Landry Rony
This paper empirically analyzes the nonlinear threshold effects of institutions on energy transition in developing countries using PSTR models. It focuses on informal institutions and transmission channels, drawing policy implications for a…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
The Recursive Grid: Epistemic Weaknesses in Energy Modeling and the Adaptive Trajectories of Artificial Intelligence
Alfredo De Joannon
This paper critiques current AI energy demand forecasts for treating AI as an exogenous load and ignoring adaptive feedback loops. It examines three under-modeled vectors: edge computing decentralization, photonic processing transitions, an…
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,…