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🌍 GlobalJournalNature Communications2026#Energy TransitionDOI
Ammonia at the net-zero crossroads
Thorin Daniel, Qiong Cai, Lei Xing +4
Ammonia is essential for food and an emerging carbon-free energy carrier, but its fossil-fuel-based Haber–Bosch synthesis is a major CO2 source. This study introduces the 'Ammonia Rainbow' classification framework to evaluate eight producti…
Peer-reviewed🌍 GlobalJournalSustainable Environment2026#Carbon AccountingDOI
The sustainability paradox: A systematic review of carbon footprints and decarbonization strategies for artificial intelligence in climate science
Nohman Khan, Huma Sikandar, Mohammad Falahat +1
This systematic review analyzes the carbon footprint of artificial intelligence systems used in climate science and proposes decarbonization strategies. It highlights the sustainability paradox where AI's energy demands conflict with its cl…
Peer-reviewedCNJournalEnergies2026#Energy TransitionDOI
Deepening Clean Energy Transition and Decarbonization Under Fintech Reform Pilot Zones: Evidence from Chinese Renewable Energy Firms
Jing Wang, Zhibin Yang
Using staggered difference-in-differences analysis of Chinese listed renewable energy firms, this study finds that Fintech Reform Pilot Zones significantly improve firms' access to external financing and increase Energy Transition Depth (ET…
Peer-reviewed🌍 GlobalJournalThermo2026#Renewable EnergyDOI
Annual Dynamic Assessment of Transpired Solar Collectors Integrated with PVT–ST Systems for Industrial Heating Decarbonization
Soroush Entezari, Mikhail Sorin
This study introduces a multi-scale dynamic modeling framework for industrial heating decarbonization in cold climates, integrating transpired solar collectors (TSC) with PVT-ST systems. Using CFD and data-driven clustering, it evaluates an…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJournal of Marine Science and Technology2026#Energy TransitionDOI
A system architecting framework for cross-industry simulation platforms: maximizing integration efficiency in maritime decarbonization
Takuya Nakashima, Cem Guzelbulut, Ryota Wada +1
This study proposes a quantitative system architecting framework for cross-industry simulation platforms for maritime decarbonization. Using OPM and DSM, it defines a connection coverage metric and shows that an architecture-based strategy …
Peer-reviewedJournalEnvironmental Innovation and Societal Transitions2026#EV & TransportDOI
Socio-technical pathways of automotive decarbonization: evidence from patent network analysis in Germany and Japan
Anna Maria Dzienis, Katarzyna Kamińska, Artur F. Tomeczek
This paper uses patent network analysis to explore socio-technical pathways of automotive decarbonization in Germany and Japan. It compares technological interdependencies and innovation directions, revealing differences in technology clust…
Peer-reviewedCNJournalApplied Energy2026#Carbon PricingDOI
Coordinating carbon, electricity, and CCER markets for cost-effective decarbonization of China's power sector
Yu-Jie Hu, Mei Wu, Bao-Jun Tang
This paper discusses the importance of coordinating carbon, electricity, and CCER markets for cost-effective decarbonization of China's power sector, highlighting market interaction as key to achieving emission reduction targets.
Peer-reviewed🇪🇺 EuropeJournalHumanities and Social Sciences Communications2026#Carbon PricingDOI
Carbon pricing, economic resilience, and transport decarbonization: evidence from Finland
Griffin Msefula, Tony Chieh-Tse Hou, Tina Lemesi
This study empirically examines the impact of carbon pricing on economic resilience and transport decarbonization using Finnish evidence. It provides insights for policy design and effectiveness.
Peer-reviewedJournalJournal of Materials Research2026#Energy EfficiencyDOI
Sustainability and decarbonisation in the ceramics sector through resource and energy efficiency
I. M. Reaney, H. Jouhara, M. J. Reece +5
This paper discusses decarbonisation in the ceramics sector through improvements in resource and energy efficiency, evaluating specific methods and their contributions to sustainability.
Peer-reviewedJournalMaterials Reports2024#CCUSDOI
Research Progress on the Corrosion of the Inner Surface of Pipeline Used for Transporting Supercritical Carbon Dioxide
Gao Y.
This paper reviews recent research on corrosion of inner surfaces of pipelines for supercritical CO2 transport. It summarizes corrosion mechanisms and mitigation strategies, contributing to safe and durable CO2 pipeline infrastructure for C…
Peer-reviewedJournalTopics in Catalysis2026#HydrogenDOI
Development and Characterization of a Green Hydrogen Driven Sustainable Electricity Generation System
Vargas J.V.C.
This paper develops and characterizes a sustainable electricity generation system powered by green hydrogen. It covers system design, performance evaluation, and efficiency analysis, providing insights for the practical implementation of hy…
Peer-reviewedCNJournalInternational Journal of Hydrogen Energy2025#HydrogenDOI
Scaling up green hydrogen in China: Economic opportunities and challenges
Su R.
This paper comprehensively analyzes the economic opportunities and challenges of scaling up green hydrogen in China, including production costs, infrastructure needs, and policy support. It assesses the potential contribution of green hydro…
Peer-reviewedJournalRenewable Energy Focus2026#HydrogenDOI
A systems‑integrated framework for green hydrogen deployment in Egypt: Hybrid Petri Net operations, atlas‑based renewable siting, and a unified techno‑economic‑environmental scoring model
Kamel M.A.
This paper proposes a systems-integrated framework for green hydrogen deployment in Egypt, combining Hybrid Petri Net operations modeling, atlas-based renewable energy siting, and a unified techno-economic-environmental scoring model to sup…
Peer-reviewedConference15th Greenhouse Gas Control Technologies Conference 2021 Ghgt 20212021#CCUS
What CCUS projects can bring to the energy and industrial sectors in Mexico?
Mota-Nieto J.
This paper outlines the potential benefits of CCUS (carbon capture, utilization, and storage) projects for the energy and industrial sectors in Mexico. It discusses specific deployment impacts and challenges, assessing their contribution to…
Peer-reviewedJournalHeliyon2024#Energy TransitionDOI
Research landscape of energy transition and green finance: A bibliometric analysis
Xu J.
This paper provides a systematic bibliometric review of the research landscape on energy transition and green finance. It visualizes author, country, and keyword networks, highlighting research progress and future directions. The study emph…
Peer-reviewedJournalSN Business and Economics2025#Climate FinanceDOI
Effect of green finance and institutional quality on economic growth: an evidence from novel MMQR approach
Ali M.
This study examines the effect of green finance and institutional quality on economic growth using a novel MMQR (Method of Moments Quantile Regression) approach. The method allows for heterogeneous effects across the growth distribution. Fi…
Peer-reviewedJournalStructural Change and Economic Dynamics2025#Energy TransitionDOI
The impact of green finance on energy transition and carbon emission targets: Exploring the double threshold and spatial spillover effects among the regions
Zhang C.
This study empirically investigates the impact of green finance on energy transition and carbon emission reduction targets, focusing on double threshold effects and spatial spillover mechanisms across regions.
Peer-reviewedJournalEnvironment Development and Sustainability2025#Climate FinanceDOI
The impact of economic outlook on green finance: insights from linkages between green and inflation-indexed bonds
Le T.L.
This paper examines the linkages between green bonds and inflation-indexed bonds to understand how economic outlook impacts green finance. It provides insights for investors and policymakers on the relationship between inflation expectation…
ReportGreen Finance Governance and Sustainable Development2026#Climate FinanceDOI
Social Dimensions of Green Finance, Impact Assessment, and Monitoring Frameworks for Inclusive Sustainable Growth
Bhasin T.S.
This paper explores the social dimensions of green finance, emphasizing the need for inclusive impact assessment and monitoring frameworks to ensure sustainable growth benefits all stakeholders.
Peer-reviewedJournalResearch in International Business and Finance2026#Climate FinanceDOI
Asymmetric risk spillovers and multiscale interconnectedness in sustainable financial markets: A time-varying frequency analysis
Wahab B.A.
This paper analyzes asymmetric risk spillovers and multiscale interconnectedness in sustainable financial markets. Using time-varying frequency analysis, it reveals the dynamics of risk transmission that change over time and across differen…