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-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…
Peer-reviewed🇪🇺 EuropeJournalAmfiteatru Economic2025#Disclosure InfrastructureDOI
CSRD AS A PARADIGM SHIFT IN SUSTAINABILITY REPORTING: FROM VOLUNTARY PRACTICE TO LEGAL REQUIREMENT
Mangiuc M.D.
This paper analyzes the EU's Corporate Sustainability Reporting Directive (CSRD) as a paradigm shift from voluntary sustainability reporting to a legal requirement. It examines the directive's requirements, scope, and implications for compa…
Peer-reviewedCNJournalSustainable Development2026#Carbon PricingDOI
Carbon Markets 2.0 and Firms: Digital Technology's Role in Enhancing Productivity Under Emission Trading Schemes
Xiaohong Chen, Hongbin Ying, Javier Cifuentes‐Faura +1
This study empirically examines the impact of China's carbon trading mechanism (CTM) on firms' total factor productivity (TFP) using a sample of 3,209 listed manufacturing firms from 2010-2023. Employing a difference-in-differences approach…
Peer-reviewedCNJournalSustainability2026#AI × ESGDOI
Carbon Price Forecasting for Sustainable Low-Carbon Investment Decisions: A Hybrid Transformer—sLSTM Model
Aiying Zhao, Qian Chen, Yang Zhao +3
This paper proposes a hybrid Transformer-sLSTM model for carbon price forecasting, integrating VMD for multi-scale decomposition and WOA for parameter optimization. Achieving R2=0.9862 and MAPE=0.56% on real datasets, it enhances prediction…
Peer-reviewedCNJournalEnergies2026#CCUSDOI
The Prediction and Safety Control of the CO2 Phase Migration Path During the Shutdown Process of Supercritical Carbon Dioxide Pipelines
Xinze Li, Jianye Li, Yifan Yin
This paper studies phase migration and safety control during shutdown of a supercritical CO2 pipeline in Xinjiang Oilfield, China. Using a hydro-thermal coupling model and high-pressure visual experiments, it reveals coordinated variations …
Peer-reviewed🇨🇳 ChinaJournalSystems2026#Carbon PricingDOI
How Do Carbon Markets Reshape Digital–Green Synergy in Corporate Systems?
Siqi Li, Jun Lu
This study examines how China's carbon emissions trading pilot (CCTPP) affects the digital-green synergy of firms, using panel data of Chinese A-share listed companies from 2010 to 2024 and an event-study DID approach. The policy significan…
Peer-reviewed🌍 GlobalJournalEnvironmental Research Letters2026#ESGDOI
Operationalising environmental human rights through corporate sustainability metrics: a quantitative ESG framework from India’s BRSR environmental disclosures
Sushmita Dhar, Mohd Imran
This study develops a quantitative ESG framework using India's BRSR disclosures to evaluate corporate environmental performance. It finds high PPP-adjusted emissions in cement, water stress in mining, and that 88% of firms omit Scope 3. The…
Peer-reviewed🌍 GlobalJournalRevista Ambiente Contábil2026#Disclosure InfrastructureDOI
IFRS S2: perspectivas dos respondentes dos BRICS a respeito da norma de divulgação de informações relacionadas ao clima
Pedro Henrique Godoy Sato, Mariana Pereira Bonfim
This study analyzes 43 comment letters from BRICS countries (Brazil, Russia, India, China, South Africa) on the IFRS S2 climate-related disclosures exposure draft. Results show emphasis on clear terminology, combined qualitative and quantit…
Preprint🌍 GlobalPreprints.org2026#CCUSDOI
Carbon Dioxide Sequestration Through Innovative Cementitious Construction Materials: Strategic Relevance in the Context of the 2026 Global Energy Crisis
F. Pacheco‐Torgal
This paper reviews five classes of cementitious materials that sequester CO2 and reduce energy use compared to OPC, assessing their strategic positioning on energy cost, sequestration scale, and deployment readiness. Amid the 2026 energy cr…
Peer-reviewed🌍 GlobalJournalInternational Journal of Economic Sciences2026#Carbon PricingDOI
Economic Impacts of an Emissions Trading Scheme Pilot in Oligopolistic Agri-Food Supply Chains: A Network Equilibrium Analysis
Tingfeng Wu, Heyin Hou
This paper quantifies the economic impacts of an ETS pilot on oligopolistic agri-food supply chains using a multi-tier network equilibrium model. Using China-EU garlic trade as a case, it shows that tighter quotas and trading conditions shi…