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 · JournalEnergy Strategy Reviews2026#Energy TransitionDOI
Strategic evolution of port oil depot scheduling: From local optimization to integrated low-carbon energy hubs
Weiqiang Wang, Min Liu, Jun Liu +6
This paper explores the strategic evolution of port oil depot scheduling from local optimization to integrated low-carbon energy hubs, highlighting the role of port infrastructure in the energy transition. Specific findings are unclear due …
🇪🇺 Europe📚 Peer-reviewed · JournalSustainable Development2026#Energy TransitionDOI
Asymmetric Effects of Medium‐ and High‐Tech Industries on Environmental Sustainability and the <scp>SDGs</scp> in the <scp>EU</scp> ‐5: Evidence From Green Energy Transition and the Load Capacity Curve
Abdullah Emre Çağlar, Mustafa Naimoğlu, Mehmet Mert
This study analyzes the asymmetric effects of medium- and high-tech industries on environmental sustainability in the EU-5 economies using an asymmetric CS-ARDL framework. Results show that negative shocks to these industries persistently w…
🌍 Global📚 Peer-reviewed · JournalEconomics Finance and Accounting2026#Energy TransitionDOI
ENERGY TRANSITION, POLICY ANNOUNCEMENTS, AND CRITICAL METAL PRICES: EVIDENCE FROM LITHIUM, COBALT, NICKEL AND COPPER
Andranik Arakelyan
This paper empirically analyzes how the energy transition affects critical metal prices (lithium, cobalt, nickel, copper). It finds that low-carbon technology expansion does not uniformly impact these metals, highlighting the need for a dif…
📚 Peer-reviewed · JournalCapitalism Nature Socialism2026#Energy TransitionDOI
Fossil Capital and Federalism: Rethinking Canada’s Energy Transition
T. Arnold
This paper critically examines the interaction between fossil capital and federalism in Canada's energy transition, highlighting how intergovernmental conflicts hinder decarbonization and offering policy insights.
🌍 Global📚 Peer-reviewed · JournalEnvironmental Research Energy2026#Energy TransitionDOI
Supply chain challenges and off-grid energy development: insights from Southern and East Africa
Harshit Vallecha, Joshua Kirshner, Lorraine Howe +2
This paper examines supply chain challenges for off-grid renewable energy in Ethiopia, Malawi, and Mozambique. It identifies locational, technological/financial, and governance issues, recommending tariff reductions, local manufacturing hub…
📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Sustainable Industrialization in India: Public Perceptions, MSME Challenges, and Cluster- Based Green Transition
Rohit Kishor, Radhakrishna Batule
This study investigates public perceptions and MSME challenges for sustainable industrialization in India. Using mixed methods including a survey of 70 respondents, case studies, and secondary data, it finds 91.4% awareness of sustainabilit…
🌍 Global📚 Peer-reviewed · JournalClean Energy2026#Energy TransitionDOI
Clean Energy Transformation to Achieve Net Zero A Grand Transition from Planning to Pledges to Performance
Rajendra Shende
This paper advocates a 'Third Way' strategy beyond the fossil fuels vs renewables binary. It analyzes fiscal reorientation in China and India via hydrogen-focused Five-Year Plans (2026) and AI for grid optimization, and highlights the Smart…
📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Two Non-Green Energy Systems: Repeatability Across Generations – A Physically Grounded Framework for Long-Term Viability
Ivar Backlund
This paper proposes a framework of 'Repeatability Across Generations' to assess whether energy systems can sustain over 100-500 years within ecological and resource limits. It argues that both fossil and renewable/mineral-intensive systems …
🇪🇺 Europe📚 Peer-reviewed · JournalJoule2026#Energy TransitionDOI
A minimal methanol backstop for high-electrification scenarios
Philipp Glaum, Fabian Neumann, Markus Millinger +1
This paper proposes a 'minimal methanol backstop' as a liquid fuel alternative to hydrogen for hard-to-electrify sectors like aviation, shipping, and backup power. Using a European energy system model constrained to carbon neutrality, it sh…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Research on Evolution Characteristics and Dynamic Mechanism of Global Photovoltaic Raw Material Trade Network Under the Carbon Neutrality Target
Yingying Fan, Yi Liang
This study analyzes the evolution and dynamic mechanisms of the global photovoltaic raw material trade network (polysilicon and silicon wafers) for 177 countries from 2001 to 2024. It finds that China's core position has strengthened while …
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Toward Sustainability Through Carbon Neutrality: Predicting Innovation Quality in New Energy Firms from the Business Environment
Shan Liu, Xiaozhen Wang
This study uses machine learning to assess whether the business environment predicts innovation quality in new energy firms. Human resources, financial environment, and public services are key predictors, with human resources showing a posi…
🇨🇳 China📚 Peer-reviewed · JournalScientific Data2026#Energy TransitionDOI
Global Dataset of the Energy Transition Vulnerability Index 2000-2023
Yifan Shen, Yuxuan Wang, Jia He +5
This paper introduces the Energy Transition Vulnerability Index (ETVI), a global metric assessing national-level vulnerability to energy transition across 142 countries from 2000 to 2023. Based on IPCC definitions, it evaluates exposure, se…
🇨🇳 China📚 Peer-reviewed · JournalSustainable Horizons2026#Energy TransitionDOI
Drivers of circular economy transition towards sustainability: A panel data analysis across 18 EU countries
Judit Oláh, Mohammad Bin Amin, Mehedi Hasan +2
This study uses panel data from 18 EU countries (2010–2019) to analyze the impact of circular economy (CE) on CO2 emissions and unemployment. A 1% increase in circular material use reduces CO2 by 0.048% and unemployment by 0.097%. Economic …
🇨🇳 China📚 Peer-reviewed · JournalResearch in Transportation Economics2026#Energy TransitionDOI
Strategic metals, rare earths, green transition, and tanker markets: Dynamic connectedness and strategic decision-making
Ersin Firat Akgul, Hercules Haralambides, Emrah AKDAMAR
This study examines the dynamic connectedness between tanker shipping indices (BDTI, BCTI) and strategic metals (lithium, nickel, cobalt) and clean energy ETFs from 2015-2025 using the GR2DC framework. Results show that since 2020, BCTI has…
🇨🇳 China📚 Peer-reviewed · JournalFrontiers in Environmental Science2026#Energy TransitionDOI
Energy–economic transition and total factor productivity: empirical evidence from China
Han Cui, Baoshuai Yao
Using panel data from Chinese prefecture-level cities, this study constructs an energy-economic transition index and examines its impact on total factor productivity via fixed effects and threshold regression. Results show a significant pos…
🇨🇳 China📚 Peer-reviewed · JournalEmerging Markets Finance and Trade2026#Energy TransitionDOI
The Effect of the AI Policy Implementation on Energy Transition in China
Meixian Wang, Yan Su, Meng Qin +1
This paper analyzes the impact of AI policy implementation on energy transition in China. It examines how AI technology adoption contributes to energy efficiency and renewable energy use. The study provides quantitative evaluation and insig…
🇨🇳 China📚 Peer-reviewed · JournalFrontiers in Environmental Science2026#Energy TransitionDOI
Effects of new energy vehicle industry policies on manufacturing carbon emission efficiency: evidence from econometrics and doubly robust causal machine learning
Wenxin Liu, Tao Xie
This study examines the impact of new energy vehicle (NEV) industry policies on manufacturing carbon emission efficiency using panel data from 30 Chinese provinces (2010-2023). A hybrid framework combining traditional econometrics and machi…
🇨🇳 China📚 Peer-reviewed · JournalFood and Energy Security2026#Energy TransitionDOI
Off‐Farm Employment and Rural Energy Transitions: A Systematic Review of Pathways and Gaps
Salman Ibn Yasin, Gershom Endelani Mwalupaso, Liu Zhenzhen +3
This systematic review of 34 studies (2015-2024) examines the relationship between off-farm employment and household energy transitions in rural low- and middle-income countries. It finds that off-farm employment generally promotes adoption…
🇨🇳 China📚 Peer-reviewed · JournalSustainable Development2026#Energy TransitionDOI
The Green Paradox? Exploring the Impact of Climate Policy Uncertainty on Clean Energy Performance for Sustainable Development
Chi Wei Su, Zihan Zhou, Ran Tao +1
This paper examines the impact of global climate policy uncertainty (GCPU) on clean energy market performance (CE) using bootstrap full-sample and sub-sample rolling-window Granger causality tests. Results show a time-varying bidirectional …
🇨🇳 China📚 Peer-reviewed · JournalApplied Energy2026#Energy TransitionDOI
Renewable reshapeability and cost competitiveness of locations in achieving net-zero electricity supply
ZiYi Fu, Haifeng Qiu, Wei Gu +1
This paper analyzes the reshapeability and cost competitiveness of locations for renewable energy in achieving net-zero electricity supply. It evaluates the feasibility and economics of renewables across different sites, providing a framewo…