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.
🌍 GlobalReportSustainable Finance and Society Grand Challenges of the New Millennium2025#Transition FinanceDOI
Towards green financing: The case of the net-zero banking alliance programme in the banking sector
Bayou R.
This paper analyzes the transition to green finance in the banking sector through the case of the Net-Zero Banking Alliance (NZBA) programme. It examines NZBA's target setting, progress, and challenges, offering insights for sustainable fin…
🌍 GlobalReportAI and Automation in Modern Manufacturing2026#AI × ESGDOI
AI and Automation for Net- Zero Factories and Sustainable Manufacturing
Akhai S.
This paper discusses how AI and automation can help factories achieve net-zero emissions and sustainable manufacturing. It highlights the role of AI in improving energy efficiency and reducing emissions in the manufacturing sector.
Peer-reviewed🌍 GlobalJournalJoule2026#HydrogenDOI
The role of hydrogen in a global net-zero greenhouse gas emission plastics industry
Lahrsen I.M.
This paper examines the role of hydrogen in achieving net-zero emissions in the plastics industry. Hydrogen can be used as feedstock and heat source, combined with CCUS to achieve deep emission reductions.
Peer-reviewed🇪🇺 EuropeJournalJoule2026#CCUSDOI
Charting the path to net-zero via CCS and urban-industrial system integration: A Swiss case study
Upadhyay A.
This paper examines pathways to net-zero through the integration of CCS and urban-industrial systems, using Switzerland as a case study. It highlights the role of CCS in decarbonization and the importance of cross-sector collaboration.
Peer-reviewed🌍 GlobalJournalEnergies2026#AI × ESGDOI
A Comprehensive Review on Biomass Valorization Through Thermochemical Pathways: Product Properties and Usage of Artificial Intelligence
Gourav Kumar Rath, Jesús David G. Palencia, A. Dalai
This review comprehensively assesses thermochemical biomass valorization pathways, emphasizing hydrothermal liquefaction (HTL) for simultaneous biocrude and hydrochar production. It covers upgrading processes and AI/ML applications (Random …
Peer-reviewed🌍 GlobalJournalProcesses2026#AI × ESGDOI
An XGBoost Framework for Predicting CO2 Adsorption Performance and Adsorbent Classification
C. Bhargava, Bhavya Tiwari, P. Bhatnagar +10
This paper develops an XGBoost-based framework to predict CO2 adsorption capacity and classify adsorbent materials using process and material parameters. A comprehensive dataset including activated carbon, zeolites, MOFs, and others was use…
Peer-reviewed🇨🇳 ChinaJournalADVANCES IN GEO-ENERGY RESEARCH2026#Energy TransitionDOI
Underground energy storage: Key scientific challenges and frontier directions in the energy transition
Jifang Wan, Wen Liu, Y Y Shi +2
This editorial reviews underground energy storage technologies (compressed air, hydrogen, CO2 sequestration, thermal) crucial for integrating renewables. It identifies key challenges like multi-physics coupling, caprock integrity, and long-…
🌍 GlobalDatasetFigshare2026#Carbon AccountingDOI
Data and code for “Carbon Footprints of Global Tourism Enterprises: A Firm-Level MRIO Assessment”
Qingyu Hao
This study provides data and code for a firm-level MRIO assessment of carbon footprints of global tourism enterprises, using S&P Capital IQ financial data and the EMERGING MRIO database, with clustering and LMDI decomposition. Processed dat…
🇺🇸 USAJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Replication code and data for: Are carbon tariffs climate policy?
Gregory Casey, Kyle C. Meng, Ivan Rudik
This paper analyzes whether carbon tariffs (border carbon adjustments) are an effective climate policy. It provides fully reproducible code and data using Stata and Julia to generate all figures and tables.
Peer-reviewedCNJournalEnvironmental Impact Assessment Review2026#Carbon PricingDOI
Spatiotemporal dynamic evolution of carbon price formation mechanism: Evidence from multi-dimensional drivers of regional carbon markets in China
Xuecheng He, Jujie Wang
This study analyzes the spatiotemporal dynamic evolution of carbon price formation in Chinese regional carbon markets. It empirically examines the influence of multi-dimensional drivers such as policy, economy, and energy on carbon prices, …
Peer-reviewed🌍 GlobalJournalNature Communications2026#CCUSDOI
Rethinking solvent regeneration pathways for maritime carbon capture
Zhenrong Shi, Xiang Cao, Yu Hu +1
This paper compares onboard and onshore solvent regeneration for maritime carbon capture across 16 routes and four solvents. Under practical load limits (~20%), onshore regeneration generally proves more cost-effective in 2030 and 2050, wit…
Peer-reviewed🇨🇳 ChinaJournalBuildings2026#Energy EfficiencyDOI
Low-Carbon Development for Carbon-Neutral Pathways: Building Designs from Urban to Human Settlement Environment
Weilun Chen, Xueyuan Zhao, Tian Wang +2
This paper proposes low-carbon development strategies to reduce carbon emissions from urban buildings, focusing on the human settlement environment. It presents a consistent approach from design to operation, contributing to sustainable urb…
Peer-reviewed🌍 GlobalJournalNature Reviews Materials2026#CCUSDOI
Demand-side innovation is the priority for decarbonizing materials
Julian M. Allwood, Felix F. Baker, Shichen Han +9
This paper argues that demand-side innovation, not just supply-side, is crucial for decarbonizing materials industries such as steel and cement. It suggests policy and business strategy directions.
Peer-reviewed🌍 GlobalJournalClimate Change Economics2026#Carbon PricingDOI
WHEN DO CARBON MARKETS REDUCE INEQUALITY? ARTICLE 6 TRANSFERS UNDER ALTERNATIVE FUTURES
Mel George, James Edmonds
This paper uses the GCAM integrated assessment model to evaluate whether Article 6 carbon market transfers reduce between-region income inequality. Under SSP1, SSP2, and net-zero pathways, the Gini coefficient decreases by 0.5–0.9 points by…
Peer-reviewed🌍 GlobalJournalContemporary World Economy2026#Energy TransitionDOI
Leadership in the Global Energy Transition: China's Position and Role in the Technological Transformation of the Global Economy
Svetlana Kostyunina
This paper analyzes patent activity in low-carbon technologies to examine China's leadership in the global energy transition. It finds that China's rise is driven more by export strategies and demand from the Global North than by climate co…
Peer-reviewed🇪🇺 EuropeJournalSpringer Link (Chiba Institute of Technology)2026#Energy TransitionDOI
Modelling the Adoption of Renewable Energy Communities in Urban Districts: An Agent-Based Approach
Francesca Vecchi, Simona Semeraro, Roberto Stasi +1
This study develops an agent-based model to simulate the adoption of Renewable Energy Communities (RECs) in urban districts, using a mixed-use neighborhood in Bari, Italy, over a 20-year horizon. Results show REC membership grows mainly in …
Preprint🇪🇺 EuropearXiv (Cornell University)2026#Energy TransitionDOI
Materealistic? How European energy system models exceed raw material reserves
Jan Mutke, Jonas Finke, Katharina Esser +1
Decarbonizing energy systems reduces emissions but increases demand for critical raw materials. This paper reviews 59 European energy system modeling studies and quantitatively assesses material demands for 5 key technologies and 19 materia…
Peer-reviewed🇪🇺 EuropeJournalGreen2026#Carbon AccountingDOI
Mapping ISO Standards for Climate Action: Identifying Trends and Gaps from Monitoring to Mitigation
Martino Oliboni, Giampaolo Oliviero, Anna Mazzi
This study systematically reviews ISO standards supporting corporate climate neutrality. Using PRISMA, it analyzes standards from 2015-2025 with keywords on carbon capture, footprint, storage, and greenhouse gases. 43 standards were identif…
Peer-reviewed🌍 GlobalJournalMineral Economics2026#Energy TransitionDOI
Rare earth elements as strategic catalysts in the global energy transition: market dynamics, import dependence, and geopolitical implications
Nurcan Kilinc-Ata, Bibin Xavier
Rare earth elements (REEs) are critical for clean energy technologies but face supply concentration risks. This study uses panel data from 24 importing countries to show that renewable energy deployment and economic growth increase REE impo…
Peer-reviewed🌍 GlobalJournalProcess Safety and Environmental Protection2026#Carbon AccountingDOI
Economic allocation in wastewater-to-energy life cycle assessment: Carbon value and mitigation co-benefits of palm oil mill effluent in the Global South
Heng Shue Teah, Heng Yi Teah, Yi Jing Chan +4
This study compares allocation methods in LCA of electricity from palm oil mill effluent (POME). Economic allocation is most pragmatic, yielding net negative emissions via methane avoidance. Based on primary data from four Malaysian biogas …