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-reviewed🇨🇳 ChinaJournalEngineering Applications of Artificial Intelligence2026#AI × ESGDOI
Generative artificial intelligence for automation design of low-carbon high-ductility engineered cementitious composites
Ren-Jie Wu, Hesong Jin, Boyang Liu +6
This paper proposes a generative AI approach to automate the mix design of low-carbon, high-ductility engineered cementitious composites (ECC). The AI optimizes material performance and carbon emissions, contributing to decarbonization in c…
Peer-reviewed🇪🇺 EuropeJournalNew Political Economy2026#Energy TransitionDOI
The rise of low-carbon industrialism: how the world economy is reconfigured through production, regulation, and space
E. W. Stapper
This article proposes 'low-carbon industrialism' as a conceptual tool to study the emerging planning order reorganizing capitalism. It argues that green industrial policy scholarship treats production, labor, regulation, and space partially…
Peer-reviewed🇨🇳 ChinaJournalEnergy Policy2026#Carbon PricingDOI
Low-carbon technology licensing under carbon taxes and green consumer preference
Guangyu Wan, Jingfen Hua, Xiuzhi Hu +2
This paper theoretically analyzes how carbon taxes and green consumer preferences affect firms' strategies and social welfare in the context of low-carbon technology licensing. It examines the impact of licensing forms (fixed fee vs. royalt…
Peer-reviewed🇪🇺 EuropeJournalEnergy Conversion and Management2026#Carbon AccountingDOI
Decarbonizing European refineries: GHG accounting framework and potential assessment for co-processed biofuels
Marco Buffi, N. Abdalla, N. Scarlat +4
This study quantifies life-cycle GHG emissions of co-processed biofuels in European refineries using a RED-compliant framework. Four case studies show 73-96% GHG savings, with carbon intensities of 3.9-25.8 gCO2e/MJ, and estimates EU-wide b…
🇨🇳 ChinaJournalFrontiers in artificial intelligence and applications2026#Carbon PricingDOI
Green Trade Barriers and the Carbon Cost Transmission Mechanism in Cross-Border Supply Chains: A Quantitative Measurement Study
Quan Yuan, Jing Liang, Xiaofeng Wu
This study constructs a three-stage quantitative model to measure carbon cost transmission in cross-border supply chains under the EU CBAM. Using steel and aluminum cases, it finds higher transmission elasticity in high-carbon industries an…
Peer-reviewed🌍 GlobalJournalOpen Science Framework2026#Carbon PricingDOI
Reproductions of "Coase and Cap-and-Trade: Evidence on the Independence Property from the European Carbon Market"
Abel Brodeur
This reproduction report replicates a study on the independence property of cap-and-trade in the European carbon market, testing whether initial allowance allocation affects final emissions. Author feedback was incorporated, confirming the …
Peer-reviewed🌍 GlobalJournalCommunications Earth & Environment2026#CCUSDOI
Feasible geological carbon dioxide storage projections require updated cost and geological potential assumptions
Iain de Jonge-Anderson, Gareth Johnson, Anne Merfort +3
Integrated Assessment Models project large-scale CO2 geological storage, but feasibility is questioned. Analyzing six leading models, this study finds storage cost and geological potential assumptions remain outdated, urging the CCUS commun…
Peer-reviewed🇪🇺 EuropeJournalFinance research letters2026#Carbon PricingDOI
Carbon price volatility and stock returns
Aryan Goswami, Sebastian Rink
This paper empirically analyzes the impact of carbon price volatility on firms' stock returns. It examines how carbon price fluctuations affect investor risk assessment and firm value, offering implications for climate-related financial ris…
Preprint🌍 GlobalEarthArXiv2026#Climate ScienceDOI
Contrasting oil and gas methane emission intensities across Algeria's major production basins derived using MethaneSAT data
Himmelberger, Anthony, Omara, Mark, Knapp, Marvin +9
Using MethaneSAT data, this study quantifies methane emissions from Algeria's three major production basins, finding total emissions of 85 t/h and gas-normalized intensity of 1.5%, far exceeding the 0.2% benchmark of the Oil and Gas Decarbo…
Preprint🌍 GlobalZenodo2026#Scope 3DOI
Q-PROC toolkit: reproducible implementation and anonymised dataset (San Carlos, Costa Rica, 2020-2025)
Madrigal Cruz, Diego Alonso
The Q-PROC toolkit provides a reproducible implementation and anonymised dataset for recovering physical quantities from municipal procurement records, applied to asphalt paving in Costa Rica. It implements seven rules to estimate Scope 3 C…
Peer-reviewed🇨🇳 ChinaJournalEnergy & Environmental Science2026#CCUSDOI
Scaling green hydrogen and CCUS via cement–methanol co-production in China
Yuezhang He, Hongxi Luo, Yuancheng Lin +8
Coupling cement with methanol production links CCUS with green hydrogen by using captured CO2 and electrolytic O2. The integrated design remains cost-competitive across diverse regional renewable conditions.
Peer-reviewed🇨🇳 ChinaJournalEnergy & Environmental Science2026#HydrogenDOI
Unlocking multi-stage flexibility enables cost-competitive hydrogen-based steelmaking in China
Yuezhang He, Zhenqian Wang, Mohamed Atouife +7
This study demonstrates that coordinating multi-stage flexibility across the hydrogen-based steelmaking chain reduces costs and reconfigures systems toward strategic overcapacity and flexible load-shifting under variable renewable supply, e…
Peer-reviewed🇨🇳 ChinaJournalJournal of Marine Science and Engineering2025#CCUSDOI
Numerical Investigation of Offshore CCUS in Deep Saline Aquifers Using Multi-Layer Injection Method: A Case Study of the Enping 15-1 Oilfield CO2 Storage Project, China
Jiayi Shen, Futao Mo, Zhongyi Tao +3
This study evaluates the mechanical integrity and storage efficiency of multi-layer CO2 injection in the Enping 15-1 oilfield, China's first offshore CCUS demonstration. Using a coupled hydro-mechanical model (TOUGH-FLAC), it simulates a 10…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#PolicyDOI
Bridging China’s Climate Targets and Mitigation Capacity through Sectoral Policy Implementation
Huaxuan Wang, Yang Liu, Fan Wu +14
This paper analyzes the gap between China's climate targets and mitigation capacity through sectoral policy implementation, emphasizing the importance of effective policy implementation and coordination. It provides insights into China's en…
Peer-reviewed🇨🇳 ChinaJournalRenewable and Sustainable Energy Reviews2025#PolicyDOI
China's 1+N policy system supports an earlier peak in carbon emissions
J.L. Liu, T.T. Wang, Y.H. Wang +3
This paper analyzes China's '1+N' policy framework for achieving an earlier carbon emissions peak. It focuses on policy coherence and implementation mechanisms, assessing the potential and challenges for emissions reduction. Important for u…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2025#PolicyDOI
Assessing the Policy Gaps for Achieving China’s Carbon Neutrality Target
Fang Zhang, Kelly Sims Gallagher, Minshu Deng +3
This paper systematically assesses policy gaps for achieving China's carbon neutrality target, analyzing the coherence and deficiencies of current policies and proposing future policy priorities. It provides valuable insights into the progr…
Peer-reviewed🌍 GlobalJournalNature Communications2026#HydrogenDOI
Health and economic impacts of improved air quality from transitioning global shipping energy to hydrogen
Qi Ran, Benjamin Gaubert, T. Fang +1
This study quantifies the health and economic co-benefits of transitioning global shipping to hydrogen using an integrated modeling framework. Hydrogen adoption could avert approximately 129,500 premature deaths annually and save $306 billi…
Peer-reviewed🌍 GlobalJournalJournal of Environmental Economics and Management2026#Scope 3DOI
Trade and the scopes of pollution: Evidence from China’s world market integration
S. Carattini, Hanwei Huang, Frank Pisch +1
Exploiting China's early-2000s world market integration, this paper provides empirical evidence on how trade affects pollution across Scope 1-3 channels. Combining satellite data with firm and coal power plant data, it shows exporting firms…
Peer-reviewed🇨🇳 ChinaJournalForests2026#Climate ScienceDOI
The Role, Issues, and Challenges of Afforestation in Climate Change Mitigation
Quimei Wang, Qiang Zhu, Wei Liu +1
Afforestation's climate mitigation is context-dependent and not uniformly cooling. This integrative review synthesizes biophysical, hydrological, disturbance, and socioeconomic evidence, highlighting regional potentials and limits. It ident…
🌍 GlobalJournal2026#Energy EfficiencyDOI
Peer Review Report For: Bibliometric Analysis of Energy Efficiency Trends in Vertical Agriculture: From Technical Optimization to Environmental Sustainability [version 1; peer review: 1 not approved]
Arini Evadillah, Erin Nurul Pajriyah, Arif Hermawan +3
A bibliometric analysis of energy efficiency research in Asian vertical farming, examining 142 Scopus articles (2020-2025). Identifies five thematic clusters and reveals a shift from technical optimization to AI-based precision, highlightin…