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.
🇨🇳 China📚 Peer-reviewed · JournalEngineering Applications of Artificial Intelligence2026#Energy TransitionDOI
Damping-accumulating discrete grey power model and its application in collaborative prediction of energy transition
Xinqing Qiao, Wenping Wang
This paper proposes a damping-accumulating discrete grey power model for collaborative prediction of energy transition. It demonstrates the model's effectiveness and contributes to improving prediction accuracy.
📚 Peer-reviewed · JournalJournal of Creative Power and Ambition2026#Energy TransitionDOI
Public Investment in Renewable Energy R&D under Geopolitical Risks and Economic Uncertainty: A Systematic Review in the Transportation Subsector
N Heriyah, Putri.Alya, Mesa.Neng
This systematic review examines how public investment in renewable energy R&D interacts with geopolitical risks and economic uncertainty in the transportation subsector. Following PRISMA guidelines, 25 peer-reviewed studies (2010–2025) were…
📚 Peer-reviewed · JournalINTERNATIONAL JOURNAL OF SOCIAL SCIENCE AND EDUCATION RESEARCH STUDIES2026#Energy TransitionDOI
Determinants of Policy Effectiveness in Attracting Investment for the Energy Transition in Vietnam
Hà Kiều Oanh
This study examines determinants of policy effectiveness in attracting investment for energy transition projects in Vietnam. Using survey data from 296 stakeholders, it finds that infrastructure and administrative/governance capacity have s…
📚 Peer-reviewed · JournalCureus Journal of Engineering.2026#Energy TransitionDOI
<p>A Critical Review and Proposed Technical Framework for Smart Switching Mechanisms in Renewable Energy Management</p>
Samuel Emediong Akpan, Aniekan Offiong, Simeon Ozuomba +1
This paper critically reviews smart switching mechanisms for solar energy management, proposing a three-layered framework of Control Logic, Communication Architecture, and Optimization Targets. It identifies gaps between AI simulations and …
📚 Peer-reviewed · JournalFrontiers in Energy Research2026#Energy TransitionDOI
Energy storage cost analysis and its impact on the electricity market under electricity - carbon market coupling
Yidi Wu, Wei Wang, Ping Chen +6
This study develops a bi-level simulation model to analyze the profitability of energy storage participating in electricity and carbon markets, and its contribution to cost reduction and emission reduction. The upper level optimizes pricing…
🇺🇸 USA📚 Peer-reviewed · JournalOpen Access Government2026#Energy TransitionDOI
The CO2 redox flow battery: Bridging energy resilience, decarbonization, and sustainability
Christina C. Gyenge
This paper introduces a novel CO2-based redox flow battery (CRB) technology that addresses the intermittency of renewables, supporting energy transition and industrial decarbonization. It emphasizes a systemic design approach for large-scal…
📚 Peer-reviewed · JournalIEEE transactions on industry applications2026#Energy TransitionDOI
Low-Carbon Economic Dispatch of Multi-Park-Level Integrated Energy Systems Considering Thermal Network Demand Response and Improved Shapley Value Method
Xianwen Lu, Chengfu Wang, Hua Sun +5
This paper proposes an improved Shapley value method for economic dispatch of multi-park integrated energy systems (PIES), considering carbon emissions, thermal network demand response, and benefit sharing. It uses GANs for scenario generat…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Sustainable Energy Policy2026#Energy TransitionDOI
Measurable impacts of South Africa's just energy transition partnership on poverty reduction and economic opportunities in marginalized communities
Takudzwa Musekiwa, Noëleen Murray
This systematic review examines South Africa's energy transition's impact on poverty and employment. It finds that while new jobs are created, they are often short-term, low-quality, or geographically mismatched with coal-dependent regions.…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Horticulture2026#Energy TransitionDOI
Vertical farming - energy market integration: opportunities and challenges
Akhil S Anand, Hannes Pravida, Fredrik Fossan-Waage +8
Vertical farming faces high energy costs, but could reduce them by participating in energy markets. This paper explores opportunities for vertical farms to provide flexibility services (day-ahead, balancing, flexibility markets) by adjustin…
🇺🇸 USA📚 Peer-reviewed · JournalReview of Radical Political Economics2026#Energy TransitionDOI
Energy Transitions and Power Struggles
Sachin Peddada
This paper examines the global clean energy transition through world systems theory and historical materialism, contrasting US market-led shale extraction with China's state-coordinated renewable dominance. It argues that the renewable tran…
🌍 Global📚 Peer-reviewed · JournalNature Chemical Engineering2026#Energy TransitionDOI
Plant-level decarbonization pathways and mitigation costs of global oil refineries
Shijun Ma, Jing Meng, Tianyang Lei +7
This paper develops a plant-level decarbonization pathway model for global oil refineries, coupling refinery-specific characteristics with low-carbon technology costs. It finds that carbon capture and storage and clean hydrogen can substant…
🌍 Global📚 Peer-reviewed · JournalChemElectroChem2026#Energy TransitionDOI
Biochar‐Based Materials for Electrochemical Energy Storage
Valerio C.A. Ficca, Afef Dhaffouli, Rocco Cancelliere
This review critically examines the use of biochar—a tunable, carbon-rich material from biomass—for electrochemical energy storage in batteries. It highlights how microstructural control, surface functionality, and graphitization influence …
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Governance, Energy Systems, and Carbon Efficiency: A Time–Frequency Analysis of GCC and Emerging Economies
Nagwa Amin Abdelkawy, Angham Ben Brayek
This study uses multivariate wavelet coherence to examine how institutional quality aligns with carbon efficiency over time. Comparing GCC and non-GCC emerging economies, it finds that governance is strongly associated with carbon efficienc…
📚 Peer-reviewed · JournalPolitical Geography2026#Energy TransitionDOI
The military green transition: Decarbonisation as warfighting opportunity
Nico Edwards
This paper frames military decarbonization as a warfighting opportunity, exploring how green transitions can enhance military advantage while meeting climate goals. It offers a novel perspective on energy transition applications beyond trad…
🇨🇳 China📚 Peer-reviewed · JournalHumanities and Social Sciences Communications2026#Energy TransitionDOI
Digital growth and energy burden inequality: challenges in China’s low-carbon transition
Yuanxiang Zhou, Huayan Liu, Xinyu Liu +2
This paper examines the impact of digital economy development on household energy burden inequality in China's low-carbon transition. Using CFPS panel data from 2012-2022, it finds that digital growth exacerbates inequality, particularly in…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Green Innovation and Financial Performance in Critical Mineral Mining: Evidence from a Multi-Country Institutional Perspective on the Just Energy Transition
Mohamed Chabchoub, Aida Smaoui, Amina Hamdouni
This study examines the impact of green innovation on carbon intensity and financial performance in critical mineral mining firms using panel data from 35 companies across five countries (2015-2024). Results show that green innovation reduc…
🇺🇸 USA📚 Peer-reviewed · JournalEnergy Strategy Reviews2026#Energy TransitionDOI
Geothermal energy network transition dynamics for the existing building stock - A case study for New York
Nicholas Fry, Omid Khajehdehi, Sara Hastings‐Simon +2
This study models the transition to geothermal energy networks (GENs) for decarbonizing heating and cooling in existing buildings in New York. Using a system dynamics approach integrating opinion dynamics, technology deployment constraints,…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
How Does Green Location-Oriented Policy Enhance New Energy Technology Innovation? Evidence from Green Industrial Parks
Mingfang Dong, Jiali Yu
This study examines the impact of China's National Green Industrial Parks (GIPs) on new energy technology innovation using a multi-period DID approach on panel data from 289 Chinese cities (2008-2023). Results show GIPs increase local new e…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
From Smart Green Ports to Blue Economy: A Review of Sustainable Maritime Infrastructure and Policy
Setyo Budi Kurniawan, Mahasin Maulana Ahmad, Dwi Sasmita Aji Pambudi +2
This review analyzes the transition from green port initiatives toward integrated blue-economy-oriented port systems. It finds that leading ports are evolving into energy hubs with shore power, renewable microgrids, and hydrogen infrastruct…
🇨🇳 China📚 Peer-reviewed · JournalEnergy Policy2026#Energy TransitionDOI
Aging and energy transition in rural China: Micro-level evidence from Shaanxi
Heyan Tang, Hui Mao, Yuanyuan Cai
This paper uses micro-level data from rural Shaanxi to examine how aging affects energy transition. It finds that aging may slow the adoption of clean energy, offering policy implications for China's decarbonization.