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 · JournalJoule2021#HydrogenDOI
The hydrogen economy: A pragmatic path forward
Mac Dowell N.
This paper proposes a pragmatic approach to realizing the hydrogen economy, analyzing challenges and opportunities from technological, economic, and policy perspectives, and emphasizing the importance of a phased implementation strategy.
📚 Peer-reviewed · JournalEarth Science Informatics2025#CCUSDOI
Porosity prediction using bagging ensemble machine learning in CCUS reservoirs. A case study: Darling Basin, Australia
Sandunil K.
This paper proposes a bagging ensemble machine learning method for porosity prediction in CCUS reservoirs, demonstrated on the Darling Basin, Australia. The approach aids efficient site selection for carbon storage.
📚 Peer-reviewed · JournalAnnals of Tourism Research2026#Carbon PricingDOI
Paying for carbon: CO₂-based pricing mechanisms and pro-environmental behavior in tourism
Hakseung Shin, Agida Dosumbaeva, Seulgi Lee +1
This study examines carbon-based dynamic pricing in tourism as an example of green capitalism. Three experiments show that surcharges for higher emissions are more effective than discounts in promoting pro-environmental behavior, and that c…
📚 Peer-reviewed · JournalHuazhong Keji Daxue Xuebao Ziran Kexue Ban Journal of Huazhong University of Science and Technology Natural Science Edition2022#CCUSDOI
Technology route selection for carbon capture utilization and storage in coal-fired power plants
Liu F.
This paper focuses on the selection of CCUS technology routes for coal-fired power plants, comparing costs, efficiency, and feasibility to support practical decarbonization decision-making.
🇺🇸 USA📚 Peer-reviewed · Journal2026#AI × ESGDOI
A Greener Edge: A Framework on Carbon-aware Edge ML System Design
Xuesi Chen, Ilan Mandel, Eren Yıldız +2
Presents MicroGreen, a design-time framework for carbon-aware edge ML systems. It combines component-level carbon models, workload profiling, and environment-aware energy analysis to identify carbon-optimal configurations. A real-world depl…
🌍 Global📚 Peer-reviewed · JournalZhongguo Huanjing Kexue China Environmental Science2024#CCUS
Carbon Capture, Utilization and Storage (CCUS) technology development status and application prospects
Yang P.J.
This paper reviews the current development status and future application prospects of Carbon Capture, Utilization and Storage (CCUS) technology. It summarizes technological trends in capture, transport, storage, and utilization, highlightin…
🌍 Global📚 Peer-reviewed · JournalFinancial Analysts Journal2026#Climate FinanceDOI
Carbon Beta: A Market-Based Measure of Climate Transition Risk Exposure
Joop Huij, Dries Laurs, Philip Stork +1
This paper proposes 'Carbon Beta,' a market-based metric for assessing firms' exposure to climate transition risk. Addressing institutional investors' challenges in climate risk assessment, it offers a practical method derived from stock ma…
CN📚 Peer-reviewed · JournalPacific Basin Finance Journal2024#ESGDOI
Sustainable finance analysis of commercial banks in China
Liu A.C.
This paper analyzes sustainable finance practices of commercial banks in China. Without an abstract, specific methods and findings are unknown, but it likely covers ESG integration and environmental risk assessment in banking.
CN📚 Peer-reviewed · ConferenceProceedings of 2025 6th International Conference on Big Data Economy and Information Management Bdeim 20252026#Climate FinanceDOI
THE EFFECT AND MECHANISM OF GREEN FINANCE ON CARBON EMISSION REDUCTION - - EVIDENCE FROM GREEN CREDIT AND GREEN VENTURE CAPITAL IN CHINA
Yu C.
This empirical study examines the impact of green credit and green venture capital on carbon emission reduction in China. It reveals mechanisms and validates the effectiveness of green finance policies using firm-level data.
📚 Peer-reviewed · JournalJournal of International Development2026#Climate FinanceDOI
Exploring the Effects of Green Finance on Inclusive Growth: Empirical Evidence From African Countries
Djekonbe D.
This paper empirically examines the effects of green finance on inclusive growth in African countries, suggesting that green finance can promote economic growth and reduce inequality in the region.
CN📚 Peer-reviewed · JournalSustainability Switzerland2023#green_financeDOI
Green Corporate Governance, Green Finance, and Sustainable Performance Nexus in Chinese SMES: A Mediation Moderation Model
Wang L.
This paper examines the nexus between green corporate governance, green finance, and sustainable performance in Chinese SMEs using a mediation moderation model. It suggests that green finance mediates the governance-performance relationship…
CN📚 Peer-reviewed · JournalGlobal Finance Journal2025#Climate FinanceDOI
Green finance reform and reshaping firm-banking relationships: Evidence from China
Wu X.
This paper empirically analyzes the impact of China's green finance reform on firm-banking relationships, examining how policy changes affect lending behavior and corporate environmental performance.
CN📚 Peer-reviewed · JournalFrontiers in Public Health2026#green_financeDOI
Digital transformation, green finance, and pharmaceutical affordability in China: a health economics perspective
Huang J.
This paper explores the intersection of digital transformation and green finance to address pharmaceutical affordability in China from a health economics perspective. It analyzes how green finance can contribute to sustainability and cost r…
CN📚 Peer-reviewed · JournalJournal of Environmental Planning and Management2026#Transition FinanceDOI
Can green finance mitigate Dutch disease? Evidence from China
Du J.
This paper empirically examines whether green finance can mitigate Dutch disease in China. The findings suggest that green finance alleviates the negative effects of resource booms on economic diversification, offering insights for transiti…
🌍 Global📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#GreenwashingDOI
The jurisprudence of the African Court and the East African Court in protecting Indigenous land: An assessment of the Ogiek and Serengeti Cases in the Context of Forced Evictions Driven by Carbon Credits Associated with Green Grabbing
Laetitia Nabintu wa Nciko
This paper compares the African Court and the East African Court of Justice (EACJ) rulings on forced evictions linked to carbon credit projects (green grabbing). It argues the EACJ offers more effective remedies by integrating procedural an…
📚 Peer-reviewed · JournalDiscover Sustainability2026#Climate FinanceDOI
Assessing the contribution of sustainable financial instruments in attaining the UN SDGs
Sharma R.
This paper evaluates the effectiveness of sustainable financial instruments, such as green bonds and sustainability-linked loans, in contributing to the UN SDGs. It likely provides a framework or empirical evidence on how these instruments …
🇪🇺 Europe📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Mass Balance, Yield, and Carbon-Credit Economics of Biochar from Certified Wood Pellets: A Single-Batch Tube-in-Tube Pyrolysis Snapshot
damien spagnuolo
This paper presents a fully mass-balanced batch of biochar from certified wood pellets, reporting a dry yield of 30.3%, production cost of ~EUR 7.29/kg, and implied carbon-removal cost of ~EUR 3,540/tCO2. Comparison with the EU ETS allowanc…
📚 Peer-reviewed · ConferenceAdvances in Science Technology and Innovation2026#OtherDOI
Tokenizing Blue Bonds: Unlocking Blue Finance Through Blockchain and ETFs
Antar M.
This paper proposes tokenizing blue bonds using blockchain technology and packaging them into ETFs to enhance liquidity, offering a novel mechanism for financing ocean conservation.
📚 Peer-reviewed · JournalChina Journal of Econometrics2023#Carbon PricingDOI
Carbon Trading and Green Finance: A Complementary Theory and Empirical Analysis
Wang M.
This paper theoretically and empirically analyzes the complementary relationship between carbon trading and green finance. It clarifies the mechanism by which carbon pricing enhances green finance effectiveness and provides policy implicati…
CN📚 Peer-reviewed · JournalJournal of Environmental Management2025#green_financeDOI
Temporal and spatial evolution of the combined and coordinated growth of green finance, new urbanization, and rural industry revitalization and the driving mechanisms
Zhou W.
This paper analyzes the temporal and spatial evolution and driving mechanisms of the combined and coordinated development of green finance, new urbanization, and rural industry revitalization in China. Empirical analysis reveals regional di…