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 · JournalEcological Economics2026#Energy TransitionDOI
Anticipating rebound effects in the steel industry: Pathways, mechanisms, and mitigation for effective decarbonisation
Ram Venkataraman Guru, Benjamin H. Lowe, Meletios Bimpizas-Pinis +6
This paper analyzes rebound effects in steel industry decarbonisation, revealing pathways and mechanisms. It proposes mitigation strategies to ensure efficiency gains translate into actual emission reductions, informing policy and industria…
📚 Peer-reviewed · ConferenceSystems and Control Transactions2026#Renewable EnergyDOI
Techno-Economic Assessment and Optimisation of Self-Sufficient Biomethane Systems for Regional Decarbonisation
Meshkat Dolat, Benaissa Dekhici, Michael Short
This paper presents a techno-economic optimization framework for self-sufficient biomethane islands, applied to the Inverness gas network in Scotland. Three feedstock archetypes (crop-dominant, food waste, distillery residues) are compared …
🇺🇸 USA📚 Peer-reviewed · ConferenceSystems and Control Transactions2026#Energy TransitionDOI
Beyond Decarbonization: Quantifying Circularity in Energy System Planning
Javiera Vergara-Zambrano, Styliani Avraamidou
This paper proposes a metric for quantifying circularity in energy system planning, adapting the MICRON framework to account for specific energy technology characteristics like lithium-ion batteries, solar, and wind. A case study at the Uni…
📚 Peer-reviewed · JournalApplied Sciences Switzerland2025#CCUSDOI
Fault Tree Analysis Combined with Risk Matrix for CO2 Geological Storage Leakage Risk Assessment
Wang R.
This paper proposes a method combining Fault Tree Analysis and Risk Matrix for assessing leakage risks from CO2 geological storage. It enables systematic evaluation of leakage scenario probabilities and consequences, facilitating risk ranki…
📚 Peer-reviewed · JournalInternational Journal of Greenhouse Gas Control2026#CCUSDOI
Optimization of carbon capture, utilization, and storage supply chains for the hard-to-abate industry in Türkiye
Kumcu S.
This study optimizes carbon capture, utilization, and storage supply chains for hard-to-abate industries in Turkey. It builds a quantitative optimization model to assess cost-effective decarbonization pathways.
📚 Peer-reviewed · JournalClimate Policy2025#HydrogenDOI
Identifying opportunities and risks from green hydrogen: a framework and insights from a developing region in Brazil
Caiafa C.
This paper presents a framework to assess opportunities and risks of green hydrogen deployment, with a case study from a developing region in Brazil. It offers empirical insights for policymakers and investors on region-specific challenges.
📚 Peer-reviewed · ConferenceSpringer Series in Geomechanics and Geoengineering2026#CCUSDOI
Simulation of CO₂ Migration in Deep Reservoirs Under CCUS Conditions
Li H.
This paper presents a simulation approach for CO₂ migration in deep reservoirs under CCUS conditions, analyzing reservoir properties and pressure effects to inform effective carbon storage operations.
📚 Peer-reviewed · JournalEnergies2025#Energy TransitionDOI
Profit-Driven Framework for Low-Carbon Manufacturing: Integrating Green Certificates, Demand Response, Distributed Generation and CCUS
Li Y.C.
This paper proposes a profit-driven framework that integrates green certificates, demand response, distributed generation, and CCUS for low-carbon manufacturing, aiming to reduce emissions while maintaining profitability. The framework prov…
📚 Peer-reviewed · JournalJournal of Renewable and Sustainable Energy2024#HydrogenDOI
Assessing green hydrogen potential and utilization for sustainable energy production in Serbia
Nakomčić Smaragdakis B.
This paper assesses green hydrogen potential and utilization for sustainable energy production in Serbia. It analyzes production costs from renewables, infrastructure requirements, and quantifies decarbonization contributions. Provides impl…
📚 Peer-reviewed · JournalSustainable Energy Technologies and Assessments2026#CCUSDOI
Life cycle water footprint assessment of modern coal chemical industry coupled with CCUS technology
Li X.
This paper assesses the life cycle water footprint of modern coal chemical industry integrated with CCUS technology. It quantifies the water consumption impacts of CCUS deployment, offering insights for sustainable decarbonization.
📚 Peer-reviewed · ConferenceSpringer Series in Geomechanics and Geoengineering2026#CCUSDOI
CO₂ Corrosion Rate Prediction Model for Well Tubing in CCUS Process
Liu H.
This study proposes a prediction model for CO₂ corrosion rate in well tubing within CCUS systems. It incorporates key parameters such as temperature, pressure, and CO₂ concentration, aiming to improve the safety and longevity of CCUS wells,…
📚 Peer-reviewed · JournalClimate Policy2025#HydrogenDOI
A green hydrogen revolution in Africa remains elusive under current geopolitical realities
Dagnachew A.G.
This paper argues that a green hydrogen revolution in Africa remains elusive due to geopolitical constraints. It highlights challenges in international cooperation and investment, emphasizing the need for supportive policies.
📚 Peer-reviewed · JournalEngineering2025#CCUSDOI
Investigating the Synergistic Impact of CCUS-EOR
Rui Z.
This paper investigates the synergistic impact of CCUS and EOR, assessing the dual benefits of CO2 emission reduction and enhanced oil production.
📚 Peer-reviewed · JournalProcesses2025#CCUSDOI
Carbon Capture, Utilization and Storage: Technology, Application, and Policy
Wang Z.
Comprehensive overview of CCUS technology, applications, and policy. Highlights its potential role in Japan's GX strategy and global decarbonization.
ReportACS Symposium Series2024#HydrogenDOI
Applications of Green Hydrogen with Commercial Feasibility: Identifying Gaps, Perspectives, and Bottlenecks
Johnravindar D.
This paper identifies gaps, perspectives, and bottlenecks for the commercial feasibility of green hydrogen applications. It reviews technical and economic challenges hindering deployment and outlines pathways for practical implementation.
CN📚 Peer-reviewed · JournalInternational Journal of Digital Earth2025#Climate FinanceDOI
Spatiotemporal analysis of the impact of green finance on carbon dioxide emissions based on panel data of cities in China
Xu Q.
This paper uses panel data from Chinese cities to analyze the spatiotemporal impact of green finance on carbon dioxide emissions. The findings indicate that green finance significantly contributes to CO2 reduction, with heterogeneous effect…
📚 Peer-reviewed · JournalSustainability Switzerland2025#AI × ESGDOI
The Impact of Green Finance on Urban Energy Efficiency: A Double Machine Learning Analysis
Kuang Y.
This study uses double machine learning to estimate the causal impact of green finance on urban energy efficiency, providing insights for policy and investment decisions.
📚 Peer-reviewed · JournalGreen Finance2024#Climate FinanceDOI
The green finance dilemma: No impact without risk – a multiple case study on renewable energy investments
Grumann L.
This paper examines the green finance dilemma in renewable energy investments through multiple case studies, analyzing the trade-off between risk and impact, and offering insights for green finance practice.
📚 Peer-reviewed · JournalJournal of Cleaner Production2025#PolicyDOI
Catalyzing green growth: How financial inclusion and trade reduce carbon intensity in Southern Africa
Mwita N.W.
This paper empirically examines the role of financial inclusion and trade in reducing carbon intensity in Southern Africa. It reveals the mechanisms through which these factors contribute to green growth and provides policy implications.
📚 Peer-reviewed · JournalEmerging Markets Finance and Trade2026#green_financeDOI
Green Finance, ESG Performance, and Corporate Innovation
Guan X.
This paper investigates how green finance and ESG performance influence corporate innovation. It examines whether sustainability-oriented financing (e.g., green bonds, sustainability-linked loans) and strong ESG ratings spur R&D investment …