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.
📚 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…
🌍 GlobalJournalUnited Nations eBooks2026#Energy TransitionDOI
Global demand for Critical Energy Transition Minerals (CETM): Opportunities and challenges for developing countries
United Nations Conference on Trade and Development
This paper analyzes the growing global demand for critical energy transition minerals (CETM) such as lithium, cobalt, and rare earths, exploring the opportunities and challenges for developing countries in mining, processing, and trade. It …
🌍 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…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Operational Decarbonization Strategies for Maritime Vessels: Power Limitation Technologies and Alternative Fuels
Olga Petrychenko, Tymur Stoliaryk, Sergey Goolak +4
This paper systematically presents staged recommendations for integrating power limitation systems (EPL and SHaPoLi) with alternative fuels to decarbonize maritime vessels. It finds that power limitation via controllable pitch propellers wi…
🇺🇸 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.
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Framework for Integrated Energy Market Trading Strategy Considering User Comfort and Energy Substitution Based on Stackelberg Game: A Case Study in China
Lijun Yang, Baiting Pan, D. Zheng +1
This paper proposes a Stackelberg game-based market trading framework for integrated energy markets involving an integrated energy producer, operator, and load aggregator. It quantifies user comfort and energy substitution behavior to balan…
📚 Peer-reviewed · JournalEnergies2026#Energy TransitionDOI
Primary Energy Demand in Korea: Substitution and Structural Change
Ji-Whan Kim, Yoon-Kyung Kim
This study estimates primary energy demand in Korea using LA-AIDS models with quarterly data from 2000-2021. It finds structural changes around the global financial crisis, making crude oil more price-sensitive while coal and natural gas be…
🌍 Global📚 Peer-reviewed · JournalSustainability Science2026#Energy TransitionDOI
From fragmented to integrated sustainability in lithium extraction? Political measurements and critical minerals in times of sociotechnical transition in Chile
Iván Ojeda-Pereira, Sebastián Herrera‐León, Fernando Campos‐Medina +1
Using Chile's lithium extraction as a case, this paper critiques 'fragmented sustainability' where environmental, economic, social, and cultural dimensions are assessed in isolation. Drawing on STS, it frames measurement as political acts a…
🇺🇸 USA📚 Peer-reviewed · JournalE3S Web of Conferences2026#Energy TransitionDOI
Empirical Evaluation of Owner-Focused Education for Portfolio-Scale Building Decarbonization
Davide Dell’Oro, Tobias Maile, V. Bazjanac +1
This empirical study evaluates a targeted, owner-focused capacity-building intervention for portfolio-scale building decarbonization. A 90-minute seminar achieved 95.2% short-term knowledge retention and triggered follow-up actions like ene…