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-reviewedCNJournalEngineering Construction and Architectural Management2026#Supply ChainDOI
Collaborative emission reduction behavior in the construction supply chain with incentive mechanism: a tripartite evolutionary game analysis
Wen Jiang, Anxu Wang, Min Tao +2
This study constructs a tripartite evolutionary game model of government, suppliers, and manufacturers in the construction supply chain to analyze low-carbon transformation. Findings show that government subsidies have a nonlinear threshold…
Peer-reviewed🌍 GlobalJournalInternational Journal of Economics and Financial Issues2026#AI × ESGDOI
The Impact of AI-Driven ESG Compliance Monitoring on Corporate Sustainability Risk: Evidence from Publicly Listed Corporations (2016-2024)
Nabeela Ehsan
This study examines whether AI-driven ESG compliance monitoring reduces corporate sustainability risk using panel data from 320 listed firms (2016-2024). GLS regression shows AI monitoring significantly lowers risk (coefficient -6.84), and …
Peer-reviewedCNJournalEnergies2026#Carbon PricingDOI
Low-Carbon Economic Optimization Model for Pre-Scheduling and Re-Scheduling of Park Integrated Energy System Considering Embodied Carbon
Yuhua Zhang, Mingxuan Zhang
This study proposes a two-layer optimal scheduling method for park integrated energy systems (PIESs) that integrates life-cycle stepwise carbon trading and low-carbon demand response (LCDR). It incorporates embodied carbon from new energy e…
Peer-reviewed🌍 GlobalJournalCorporate Social Responsibility and Environmental Management2026#ESGDOI
Impact of
ESG
Sustainability on Cost of Equity: Meta‐Analytic Review Investigating the Moderating Role of Country Characteristics
Monica Singhania, Deepika Swami
This meta-analysis synthesizes 50 studies (2011-2024) across 15 countries to examine the ESG-cost of equity (CoE) relationship. It finds a positive association, which is weakened in countries with strong governance and high sustainability c…
Peer-reviewedCNJournalEnergies2026#AI × ESGDOI
Dynamic Multi-Objective Optimization for Enterprise Electricity Consumption with Time-Varying Carbon Emission Factors
Jiehui Chen, Dexing Sun, Feiwei Li +4
This paper proposes a dynamic multi-objective optimization framework for industrial electricity consumption, integrating high-precision load forecasting and optimal scheduling. An improved LSTM model (DGO-TA-LSTM) is used for forecasting, a…
Preprint🌍 GlobalJournal of Environmental Management2026#Renewable EnergyDOI
Assessing the impact of renewable energy firms on ESG-related uncertainty: Evidence from Germany's low-carbon transition
Hind Alofaysan, Kamel Si Mohammed, Eman Alanzi +2
This study examines how fluctuations in Germany's renewable energy sector (solar, wind, renewable fuels) affect the ESG-Related Uncertainty Index (ESGUI-G) using wavelet quantile-on-quantile regression (WQQR) from June 2008 to 2025. Results…
Peer-reviewed🌍 GlobalJournalEnergy Science & Engineering2026#CCUSDOI
2025, Significant Natural Disasters and Global Carbon Capture, Utilization, and Storage—Annual Progress Report
Shangli Shi, Yun Hang Hu
This annual review summarizes CCUS progress in 2025. CO2 concentration growth slowed, but anthropogenic emissions rose. Frequent natural disasters underscored climate urgency, intensifying global CCUS deployment. Publications increased 18.5…
Preprint🌍 GlobalCrossref2026#Disclosure InfrastructureDOI
Credibility in Practice: A Channel-Based Framework for ESG Disclosure Reliability
Albert Tan
This paper argues that ESG disclosure reliability is an institutional outcome, proposing a channel-based framework with four elements: legal vehicle, actors, procedural pathways, and sanctions. It operationalizes a 0-2 Accountability Channe…
Preprint🇺🇸 USACrossref2026#GreenwashingDOI
Greenwashing and Tax Avoidance
Heng Zhao, Olayinka Moses, Muhammad Nurul Houqe +1
This study examines whether greenwashing (divergence between ESG disclosure and realized performance) is associated with aggressive tax avoidance, using a panel of S&P 500 non-financial firms from 2002-2022. Constructing a Greenwashing Inde…
Peer-reviewedCNJournalBusiness Strategy and the Environment2026#Transition FinanceDOI
Green Finance, Digitalization, and Banks' Sustainable Business Model Innovations Toward Net‐Zero Transitions
Akihisa Mori
This study investigates the mechanisms between green loans, digitalization, and banks' sustainable business model innovations (SBMIs) in Chinese banks using statistical analysis and multiple case studies. It finds that green loans triggered…
🌍 GlobalJournalAdvances in Computational Intelligence and Robotics2026#AI × ESGDOI
Policy Landscape and Incentives on AI-Powered Green Finance
Santosh Kumar, Neha Gupta, Swarnima Gorani
This paper discusses the importance of policy frameworks and incentive design for applying AI in green finance. It argues that without proper governance, risks such as algorithmic discrimination and data bias could undermine social goals, a…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#PolicyDOI
Does the Circular Economy Reduce CO2 Emissions? Evidence from European Countries
Weili Yue, Yasir Rasool
This study analyzes the impact of circular economy (CE) practices on CO2 emissions using panel data from European countries (2000-2022). Results show CE significantly reduces emissions, but its effect is smaller than that of green energy (G…
Preprint🌍 GlobalZenodo2026#ESGDOI
ESG Disclosure Quality and Analyst Forecast Accuracy: Evidence from Listed Firms on the Nigerian Exchange Group
Yahaya, Onipe Adabenege
This study examines the relationship between ESG disclosure quality and analyst forecast accuracy for 148 Nigerian listed firms from 2011-2025. Using a composite disclosure index based on GRI and NGX guidelines, panel regressions show that …
Peer-reviewed🌍 GlobalJournalGases2026#AI × ESGDOI
XAI–MCDA-HoDEM: An Explainable Multi-Criteria Decision Framework for Maritime and Port Decarbonization
Monica Canepa
This paper proposes an explainable multi-criteria decision framework for maritime and port decarbonization, integrating AHP, TOPSIS, and SHAP. It incorporates cyber-physical security as a core criterion and is validated with real-world data…
Preprint🌍 GlobalInternational Journal of Scientific Research in Engineering and Management2026#Climate FinanceDOI
Insurance Linked to Climate Risk, Green Bonds, and Carbon Markets: An Integrated Financial Instruments Perspective
Dr. P. Periasamy, Dr Ravimohan Rajmohan
This paper proposes an integrated framework analyzing climate-risk insurance, green bonds, and carbon markets as a unified climate-finance ecosystem. Through comparative case studies and systems modeling, it reveals feedback loops among the…
Peer-reviewedCNJournalSustainability2026#AI × ESGDOI
Has China’s Green Finance Reform Policy Promoted Sustainable Innovation? The Mediating Role of CSR Strategies
Yunhua Zhang, Jia Wu
This paper examines the impact of China's green finance reform policy on corporate sustainable innovation, drawing on institutional and stakeholder theory. Using DID analysis on Chinese A-share listed firms from 2012-2022, it finds the poli…
Preprint🇪🇺 EuropeBusiness Strategy & Development2026#AI × ESGDOI
Risk Governance and Green Signals: How Risk Management Committees and <scp>GRI</scp> Compliance Transform Emissions–Value Relationships in European Oil and Gas Companies
Sendy Dwi Haryanto, Dian Agustia, Iman Harymawan
This study analyzes 205 European oil and gas firms (2018-2023) to show that risk management committees (RMCs) mitigate 37% of emissions-related value destruction, and GRI compliance mediates 12% of the emissions-value relationship, but only…
Preprint🇪🇺 EuropeZenodo2026#PolicyDOI
Policy Analysis
Dirzka, Christopher
This report analyzes the coherence of the FuelEU Maritime Regulation with related EU policies (ETS, AFIR, RED III) and identifies structural challenges for maritime decarbonization. A hydrogen supply gap constrains e-fuel availability, maki…
Peer-reviewedCNJournalInternational journal of computer information systems and industrial management applications2026#AI × ESGDOI
Research on the Sustainable Development Path of Green Finance Reform on Low-Carbon Transition of Enterprises Based on Multilayer Perceptual Machine Algorithm
Nanlan Du
This paper empirically analyzes the impact of green finance policies on corporate low-carbon transition in China using a multilayer perceptron (MLP) algorithm and difference-in-differences (DID) method. Using panel data from 30 provinces fr…
Preprint🇪🇺 EuropeCrossref2026#Transition FinanceDOI
Green Bond Issuance and Investment Efficiency: Evidence from European Energy Firms
Ana Cantarinha, Clara Pires
This study analyzes the impact of green bond issuance on investment efficiency (ROIC) using a panel of 30 European energy firms listed on EURONEXT from 2015-2022. Fixed-effects models show ROIC is significantly higher in issuance years, wit…