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🌍 GlobalJournalReview of International Political Economy2026#Transition FinanceDOI
Off the books, onto the bills: levy-backed derisking and the UK’s green transition
Andrei Guter-Sandu
This paper explains the UK's success in mobilizing private capital for low-carbon infrastructure through 'levy-backed derisking,' analyzing Contracts for Difference, Capacity Market, nuclear RAB financing, and anticipatory transmission inve…
Peer-reviewed🇪🇺 EuropeJournalJournal of Economic Surveys2026#Renewable EnergyDOI
Beyond the Wind: Mapping Externalities and Their Role in Shaping Willingness To Pay for Wind Energy
Gianluigi De Pascale, Luca Esposito, Melania Riefolo +1
This systematic review of 182 studies (1984-2025) maps wind energy externalities influencing willingness to pay (WTP). Findings show positive externalities (e.g., climate mitigation, jobs) increase WTP, while visual and noise impacts decrea…
Preprint🌍 GlobalarXiv2026#AI × ESG
Unfit for stranding assessment: a panel-scale multimodal-LLM audit of building-decarbonisation disclosure (BeDA)
Jingyi Xu, Minghui Cheng, Anchen Sun
This paper introduces BeDA, a multimodal large-language-model instrument, to audit corporate building-decarbonization disclosure. Applied to a global panel of 2,246 firms (2003-2023), it finds that only about one in five firm-reports disclo…
Preprint🇪🇺 EuropearXiv2026#Carbon Pricing
Do Carbon Price Forecasts Improve Compliance Procurement? Evidence from European Union Allowances
Muzi Chen, Difang Huang, Shouyang Wang +1
Firms covered by emissions trading systems need forecasts to value allowances and decide when to buy them. This paper tests whether EUA prices have short-horizon predictability that improves compliance procurement. Using daily data from 201…
Peer-reviewed🌍 GlobalJournalJournal of Business Insight and Innovation2026#ESGDOI
Dynamic Relationship Between ESG Disclosure and Corporate Performance: Evidence from Asian Capital Markets
Saira Baloch, Kaneez Fatima, Nadir Khan +2
This study analyzes the impact of ESG disclosure on accounting and market-based performance of 1,406 listed firms across 11 Asian economies from 2002 to 2023. Using panel regression, Granger causality tests, and SEM, it finds that ESG discl…
🌍 GlobalReportSustainable Practices in Finance Economics and Technology2026#Transition FinanceDOI
Case Studies of Green Bonds, Renewable Energy Financing, and Innovative Funding Models for Sustainable Projects
Dewasiri N.J.
This paper presents case studies of green bonds, renewable energy financing, and innovative funding models for sustainable projects. It analyzes how these mechanisms promote sustainable development and deliver returns to investors. The find…
Peer-reviewed🌍 GlobalJournalResearch in International Business and Finance2026#ESGDOI
How do investors perceive corporate greenhushing? Evidence from the cost of equity capital
Liu C.
This paper empirically examines how corporate greenhushing (underreporting of environmental initiatives) affects the cost of equity capital. Findings suggest that greenhushing increases perceived risk and raises the cost of capital, indicat…
Peer-reviewed🇪🇺 EuropeConferenceInternational Conference on the European Energy Market Eem2026#Carbon PricingDOI
EU CBAM in the LNG Market: Implications of Carbon Price and Major Supplier Uncertainty
Zwickl-Bernhard S.
This paper analyzes the impact of the EU Carbon Border Adjustment Mechanism (CBAM) on the LNG market, focusing on carbon price and uncertainty from major suppliers. It explores how CBAM may affect LNG pricing and supply security, highlighti…
Peer-reviewed🌍 GlobalConference2025 International Conference on Responsible Generative and Explainable AI Resgenxai 20252025#AI × ESGDOI
ESG Transparency in AI-Driven Value Chains: An Architecture for Monitoring and Reporting Key Indicators
Peixoto E.
This paper proposes an architecture for monitoring and reporting ESG indicators in AI-driven value chains. It automates data collection and analysis across the supply chain, facilitating stakeholder reporting. By leveraging AI, it enables m…
Peer-reviewed🌍 GlobalJournalJournal of Advanced Business and Finance Studies2026#AI × ESGDOI
Business & Finance Investment ESG Sentiment from Large Language Models and Its Predictive Power for Portfolio Risk
Iqra Mubeen, Samina Rauf
This paper investigates whether ESG sentiment generated by LLMs can predict portfolio risk. It finds that positive ESG sentiment correlates with lower volatility and downside risk, while negative sentiment increases risk exposure. LLMs outp…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Renewable EnergyDOI
Gateway to Environmental Sustainability: Energy Related Risk, Institutional Quality, and Renewable Energy Transition Toward <scp>SDGs</scp> 7, 13, and 16 in the <scp>G7</scp> Economies
Youxia Tong, Samuel Duku Yeboah, Michael Provide Fumey
This study uses 1996-2023 data from G7 economies to examine whether institutional quality protects against energy-related risks and promotes renewable energy adoption. Using quantile-on-quantile regression, it finds heterogeneous effects: J…
Peer-reviewed🇨🇳 ChinaJournalApplied Mathematical Modelling2026#Carbon PricingDOI
Modelling carbon price dynamics with jump-diffusion and higher-order hidden Markov switching
Zhongxiu Chen, Zhehao Huang, C ZHANG +1
This paper proposes a carbon price dynamics model combining jump-diffusion and higher-order hidden Markov switching. It captures price volatility and regime shifts in carbon markets, aiding forecasting and risk management.
Peer-reviewed🇨🇳 ChinaJournalJournal of Cleaner Production2026#Renewable EnergyDOI
Global wind and solar energy sustainable development potential and regional joint optimization assessment under Climate Change
Yunchao Zhuang, Kui Xu, Lingling Bin +4
This study evaluates global wind and solar energy sustainable development potential under climate change scenarios and explores regional joint optimization. It provides insights for renewable energy deployment planning and climate adaptatio…
🇨🇳 ChinaJournalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
Supplemental Materials for Machine-Learning-Assisted Bayesian Optimization and Trial Validation of Low-Carbon Concrete Mixtures
Shuai Li, Pei Yu, Z J Yang +1
This supplement accompanies research applying machine learning (XGBoost, Bayesian optimization) to low-carbon concrete mix design. It includes material-stage emission factors, optimized hyperparameters, minimum-embodied-carbon candidate mix…
🇺🇸 USAJournalFigshare2026#PolicyDOI
Buy Clean Indicators
Brook Waldman, Jordan Palmeri, Kathrina Simonen +1
This paper proposes a theory of change for Buy Clean policies, linking interventions (e.g., EPD requirements) to outcomes like reduced embodied carbon and low-carbon market creation, and offers indicators for evaluating policy effectiveness…
🌍 GlobalJournalOpen MIND2026#Energy TransitionDOI
A Multi-Criteria Framework for Circular Carbon Pathways: Integrating Life-Cycle Sustainability, Techno-Economics, and System Optimization
Chengcheng Zhao
This paper develops a comprehensive framework integrating LCA, TEA, and optimization to evaluate circular low-carbon pathways in transport and energy. Applied to urban buses, passenger vehicles, and e-SAF in Saudi Arabia and globally, it fi…
Peer-reviewed🌍 GlobalJournalInternational Journal of Research in Agronomy2026#AI × ESGDOI
AI-Driven Regenerative Agriculture for Climate Resilience: A Review
Ummesara ., Chaitanya Kumar Sahu, R Ranjith +5
This review integrates trends in AI-enabled regenerative agriculture (RA) to promote climate resilience. AI tools (ML, remote sensing, IoT) enable dynamic monitoring of soil/crop health, carbon accounting, and adaptive farm management, acce…
Preprint🌍 Global2026#Carbon PricingDOI
Does Carbon Pricing Outperform Command-and-Control Regulation? Firm-Level Evidence from Korea’s Dual Regulatory Framework
Pyung Kim
Using South Korea's unique dual regulatory framework where an ETS and a command-and-control program (TMS) operate in parallel, this study compares carbon pricing with prescriptive regulation at the firm level. Difference-in-differences anal…
Peer-reviewed🇪🇺 EuropeConferenceProcedia Computer Science2022#Transition FinanceDOI
In Search of Greenium. Analysis of Yields in the European Green Bond Markets
Sergei G.
This paper empirically analyzes yields in the European green bond market, investigating the existence and magnitude of a 'greenium' (price premium) compared to conventional bonds. It provides insights into issuer and investor behavior in gr…
Peer-reviewed🌍 GlobalJournalJournal of Corporate Finance Research2026#Transition FinanceDOI
What Drives Green Bonds Returns and Valuation of the Safe-Assets Effect on Global, Russian and Chinese Markets?
Grigorieva S.
This paper analyzes the returns and valuation of green bonds as safe assets in global, Russian, and Chinese markets. It identifies the drivers of green bond returns and examines the safe-asset effect, providing insights for transition finan…