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.
🇪🇺 Europe📚 Peer-reviewed · JournalPolicy brief2026#Transition FinanceDOI
Green finance or financing green? Bridging the EU’s sustainable-finance and capital-market architectures
Rebecca Christie
This paper critiques the EU's failure to integrate sustainable finance with capital markets policy. It argues that disclosure rules are overly complex and diverge from global standards, and recommends prioritizing technical fixes, diversify…
🌍 Global📚 Peer-reviewed · JournalEnvironmental Engineering Research2026#AI × ESGDOI
AI applications in air pollution domain: A systematic review from flue gas treatment to air quality management and carbon capture
SangYoun Kim, T. Woo, Usama Ali +8
This systematic review of 906 publications (2016-2025) categorizes AI applications into flue gas treatment, air quality management, and CO2 capture. It identifies a shift from traditional monitoring to AI-driven surrogate modeling and gener…
🌍 Global📚 Peer-reviewed · JournalAustralian Energy Producers Journal2026#CCUSDOI
Session 8. Oral Presentation for: Reducing the cost of CO2 capture by improving the solvent regeneration process
J. Pandit
This oral presentation introduces CO2CRC's novel hybrid capture technology that reduces solvent regeneration costs through lower regeneration temperatures, reduced steam consumption, waste heat integration, and elimination of phase change, …
🌍 Global📚 Peer-reviewed · JournalCorporate Social Responsibility and Environmental Management2026#AI × ESGDOI
Mapping Corporate Environment, Social, and Governance Discourses: Analysis of Korean Companies' Sustainability Reports (2014–2024)
Taedong Lee, Sinjae Kang, D. Utami +1
This study analyzes 634 sustainability reports (2014-2024) from the top 200 Korean firms using Structural Topic Modeling (STM). It identifies 13 topics and a phased shift: CSR and basic environmental management (2014-2018); workplace safety…
🌍 GlobalConferenceInternational Conference Intelligent Data Communication Technologies and Internet Things2026#AI × ESGDOI
Greenwashing Detection in ESG Reporting: Sectoral Insights and Machine Learning Model
Manav Gangar, Nikhil D'Souza, Rishika Kapasi +2
This paper proposes a machine learning framework for detecting greenwashing by combining supervised classification and unsupervised anomaly detection. It introduces a Greenwashing Discrepancy Score (GDS) to quantify the mismatch between fir…
🌍 Global📚 Peer-reviewed · JournalEnvironments2026#Energy TransitionDOI
Integrating Smart Digital Infrastructures for Energy Management and Maintenance in Sustainable Renewable Projects
Gregory Felipe Franco-Miranda, Á. Molina-García, A. Mateo-Aroca
This paper introduces a multi-platform digital solution for optimizing operation and maintenance (O&M) of renewable energy systems. By integrating real-time remote monitoring, sensor networks, and cloud-based data acquisition, real-world va…
🇪🇺 Europe2026#Carbon PricingDOI
Finland and European Union Climate Policy in the 2030s
Lassi Ahlvik, Kati Koponen, K. Kulovesi +5
This report examines options for the EU climate policy architecture after 2030 to achieve a 90% net emissions reduction by 2040. It assesses four scenarios for the EU Emissions Trading System (ETS) using economic modeling and legal analysis…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Science and Research Archive2026#Scope 3DOI
Sustainable and digital transformation of international agri-food supply chains
Samarawickramage T. N. S.
This paper develops an integrative conceptual framework for the convergence of digital transformation and sustainability in international agri-food supply chains. Based on a systematic review of 87 studies and regulatory documents, it ident…
🌍 Global📚 Peer-reviewed · JournalAnnals of the New York Academy of Sciences2025#PolicyDOI
Uncertainties around net-zero climate targets have major impact on greenhouse gas emissions projections
den Elzen M.G.J.
This paper analyzes how uncertainties in net-zero climate targets affect greenhouse gas emissions projections. It shows that varying assumptions about target stringency lead to wide ranges in projected emissions.
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Hydrogen as a viable decarbonization enabler for critical sectors: A comprehensive review
Moaz Bilto, Tanay Sıdkı Uyar
This comprehensive review evaluates hydrogen's role in decarbonizing critical sectors such as industry, transport, and power. It analyzes technical feasibility, economics, and policy frameworks, concluding hydrogen is a promising enabler fo…
🌍 Global📚 Peer-reviewed · JournalSystems and Control Transactions2026#CCUSDOI
Superstructure Modelling of Membrane Systems for the Optimization and Flexible Design of Post-combustion Carbon Capture Processes
Stefania Bempeli, Marina Micari
This study presents a superstructure model for membrane-based carbon capture, enabling flexible design and global optimization of multi-stage systems. It compares commercial polymeric membranes (Polaris, PolyActive) on technical and economi…
🇨🇳 China📚 Peer-reviewed · JournalChinese Journal of Chemical Engineering2026#CCUSDOI
A Review of Amine Degradation and Solvent Reclaiming in Post-Combustion Carbon Capture
Haizhou Lin, Qi Liu, Zheng Yang +7
This review summarizes amine degradation mechanisms in post-combustion CO2 capture, including oxidative and thermal degradation, and their impact on capture efficiency and operational costs. It compares solvent reclaiming technologies such …
🌍 Global📚 Peer-reviewed · JournalResources Conservation & Recycling Advances2026#EV & TransportDOI
Rare-Earth Substitution as a Resource Strategy for EV Traction Motors: Design Compensation Trade-Offs and Break-Even Electricity Carbon Intensity
Danyang Cui, Lena Max, Cecilia Boström +1
This study evaluates rare-earth substitution in EV traction motors via life cycle assessment, comparing NdFeB and ferrite motors. It identifies a break-even electricity carbon intensity of ~60 g CO₂-eq/kWh, where below this threshold, the h…
🌍 GlobalPreprintPreprints.org2026#CCUSDOI
Biochar Production: Toward Safe, Effective, and Sustainable Agriculture
Omotayo E. Ojewumi, Gang Chen, Modupe E. Ojewumi
Biochar, produced from biomass pyrolysis, offers applications in carbon sequestration, soil improvement, and waste management. Recent research highlights both benefits (soil structure, nutrient retention) and risks (PAH formation, heavy met…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy EfficiencyDOI
Building Green, Made Simple: Affordable, Grounded, and Built for Where You Live
Pradeep Angiras, Ghazaleh Sodeiri Jalili
This 70-page open-access guide translates green-building knowledge into practical, affordable advice for homeowners and small businesses. It organizes recommendations by six climate zones, integrates vernacular building intelligence with mo…
🌍 Global📚 Peer-reviewed · ConferenceSystems and Control Transactions2026#CCUSDOI
Net Carbon Balance (NCB): a Better Way to Evaluate and Optimize Carbon Capture Technologies
André F. Young, Aline R. Eckstein, Leonardo D. Ferreira +2
This paper presents a single-equation metric, Net Carbon Balance (NCB), for evaluating CO2 capture technologies, incorporating indirect emissions from utilities. It clarifies the trade-off between capture efficiency and net environmental pe…
🌍 Global📚 Peer-reviewed · ConferenceSystems and Control Transactions2026#HydrogenDOI
Comparative Techno-Economic Assessment ofHybrid-Green Ammonia Layouts for Available-to-Date Decarbonization of the Fertilizer Industry
Andrea Isella, Davide Manca
This paper presents a techno-economic assessment of a retrofit hybrid concept for ammonia plants, where renewable hydrogen is integrated into a conventional natural-gas-based process. Using California data, it shows that solar-wind compleme…
🇪🇺 Europe📚 Peer-reviewed · ConferenceSystems and Control Transactions2026#Energy TransitionDOI
Techno-Economic Assessment of Decarbonization Pathways for Methanol and Formaldehyde Production: A Superstructure Optimization Approach
Rafailia Mitraki, Muhammad Salman, Grégoire Léonard
This study uses superstructure optimization to techno-economically assess decarbonization pathways for methanol and formaldehyde production. Pathways include feedstock switching (biomass, biogas, waste), process electrification (Power-to-X)…
🇺🇸 USA📚 Peer-reviewed · ConferenceProceedings of the 13th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation2026#Energy TransitionDOI
City-Scale Decarbonization of Residential Heating under Transformer Constraints
Fabian Mkocheko, Walid A. Hanafy, Adam Lechowicz +2
This paper examines city-scale decarbonization of residential heating under transformer capacity constraints. It analyzes how grid limitations affect the adoption of heat pumps and other low-carbon technologies, proposing feasible pathways …
CN📚 Peer-reviewed · JournalJournal of Daoist Studies2026#CCUS
Harmony, Risk, and Trust: Public Acceptance of CCUS Projects in Guizhou Province, China from a Daoist Ecological Perspective
Deng C.
This paper analyzes public acceptance of CCUS projects in Guizhou, China from a Daoist ecological perspective, using concepts of harmony, risk, and trust to examine factors influencing local acceptance.