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.
PreprintCNSSRN#ESG
Does Green Finance Affect ESG Rating Divergence? A Perspective ...
(著者不明)
This study empirically shows that green finance significantly reduces ESG rating divergence, primarily by enhancing corporate disclosure quality and reducing information asymmetry. It offers insights for policymakers and investors to improv…
Peer-reviewed🌍 GlobalJournal2026#AI × ESG
Accounting for AI Inference in Corporate GHG Inventories: A Four-Tier Methodology for Scope 3 Category 1 Reporting
Guillermo Llopis
AI inference services fall under Scope 3 Category 1 under CSRD, yet lack standardized accounting. This paper proposes a four-tier framework from token-based physical estimation to spend-based EEIO, correcting 10-40x overestimates from gener…
Peer-reviewed🌍 GlobalJournalJournal of Risk and Financial Management2026#Disclosure InfrastructureDOI
A Judgement-Based Connectivity Framework Linking IFRS S2 Climate-Related Disclosures to IFRS Recognition, Measurement, and Disclosure Outcomes: An Illustrative Application
Eda Oruç Erdoğan, Murat Erdoğan, Durmuş Acar +1
This study challenges the assumption that climate disclosures directly translate into financial statement impacts, proposing a three-stage judgement-based connectivity framework linking IFRS S1/S2 disclosures to recognition, measurement, an…
Peer-reviewed🌍 GlobalJournalSustainability2026#ESGDOI
Handprints, Footprints, and Families: How Ownership Shapes Global Impact
Viviana Fernandez
Family firms underperform in social initiatives and ESG management quality but avoid greenwashing and non-compliance. They are less likely to track scope 1 and 3 emissions, with socioemotional wealth acting as a reputational floor.
🌍 GlobalConference2026 6th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)2026#AI × ESGDOI
AI-Based Predictive Energy Management of a Hybrid Solar-Wind System for Green Hydrogen Production: Case Study of Tarfaya, Morocco
Fatima Zahra El-Yazidi, H. Mounir
This paper proposes an AI-based predictive energy management system for a hybrid solar-wind-battery system producing green hydrogen. It combines machine learning for day-ahead solar and wind generation forecasting with a reinforcement learn…
Preprint🌍 GlobalZenodo2026#HydrogenDOI
Code for The Global, Country-Wise Potential of Green Hydrogen in Renewable-dominated Electricity Systems
Schumm, Leon, Achhammer, Anton, Meisinger, Alexander +1
This repository provides code and data for assessing the country-wise potential of green hydrogen in renewable-dominated electricity systems. It quantifies hydrogen production potential considering grid constraints, offering a basis for nat…
Peer-reviewed🇪🇺 EuropeJournalVezetestudomany2026#Disclosure InfrastructureDOI
REVIEW OF PREPARATIONS FOR CSRD – AN EXAMINATION OF THE HIDDEN COMPLEXITY OF SUSTAINABILITY REPORTS AT HUNGARIAN PUBLIC INTEREST ENTITIES BASED ON INTERVIEWS
Jámbor A.
This paper investigates the preparedness of Hungarian public interest entities for the CSRD through interviews, revealing hidden complexities in sustainability reporting. It highlights challenges in interpreting disclosure requirements and …
Peer-reviewed🇺🇸 USAJournalSpringer Link (Chiba Institute of Technology)2026#Energy TransitionDOI
Empirical Evaluation of Owner-Focused Education for Portfolio-Scale Building Decarbonization
Davide Dell’Oro, Tobias Maile, Vladimir Bazjanac +1
This study empirically evaluates an owner-focused education intervention for building decarbonization. A 90-minute seminar for institutional building owners resulted in high knowledge retention (95.2% accuracy) and early follow-up actions l…
Preprint🇪🇺 EuropeZenodo2026#AI × ESGDOI
Sovereign AI for Supply Chain Due Diligence: A Standardized Compliance Framework for the German LkSG
Meziouni, Reda
This thesis proposes a sovereign AI-driven compliance framework for supply chain due diligence under the German LkSG. It extends the WBCSD PACT protocol with a standardized JSON schema, a deterministic rule engine, an offline Mistral 7B nar…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
A Five-Year Emission Analysis of a Turkish-Flagged Bitumen Tanker after a Silicone Hybrid Antifouling Drydock Retrofit (M/T 'BIT-03', 2021–2026)
Hakan, KARACA, Hasan Bora, USLUER, Cem, GAZİOĞLU
A five-year monthly analysis of a Turkish bitumen tanker shows that a silicone hybrid antifouling retrofit reduced the Annual Efficiency Ratio by 16.4%, with 9-11% attributable to the coating. The case demonstrates measurable decoupling of …
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Energy Research2026#Energy TransitionDOI
Low-carbon optimization of hydrogen-integrated energy systems with coordinated P2G–CCS and integrated demand response
Rui Dong, Xuefei Liu, Hongjie Li +2
This paper proposes a low-carbon optimization framework for hydrogen-integrated energy systems (hydrogen-IES) by coordinating power-to-gas (P2G) and carbon capture and storage (CCS) with integrated demand response. A multi-hydrogen supply s…
Peer-reviewed🇨🇳 ChinaJournalBuildings2026#Energy TransitionDOI
Resource Utilization of Red Mud in Low-Carbon Binders: A Review of Reaction Mechanisms, Performance, and Microstructure
Zhiping Li
This review systematically examines red mud (RM)-based low-carbon binders for cement CO2 reduction, covering reaction mechanisms, performance, and microstructure. Moderate RM content (≤15-20%) preserves workability and strength, while highe…
Preprint🌍 GlobalZenodo2026#Disclosure InfrastructureDOI
Relatórios de Sustentabilidade (ESG) e seu Impacto na Análise Financeira: O Novo Paradigma das Demonstrações Contábeis
SAMPAIO, Thicia Stela Lima, SILVA, Germana Nascimento da, OLIVEIRA, Maria Larisse da Silva +1
This article analyzes the impact of sustainability reporting on the new paradigm of accounting statements, in the context of Brazil's CVM Resolution 193/2023 adopting ISSB standards (IFRS S1/S2). It argues that converting non-financial data…
Peer-reviewed🌍 GlobalJournalEnergy Nexus2026#Carbon PricingDOI
Reforming the European Union’s Carbon Border Adjustment Mechanism: Stakeholder perspectives from India, Indonesia, and Vietnam
Do T.N.
This paper examines the reform of the EU's Carbon Border Adjustment Mechanism (CBAM) from the perspectives of stakeholders in India, Indonesia, and Vietnam. It organizes concerns and expectations from developing countries and offers policy …
🌍 GlobalDatasetCenter for International Earth Science Information Network2026#PolicyDOI
IPCC AR6 WGIII TS. 9 (a) Aggregate greenhouse gas (GHG) emissions of global mitigation pathways and projected outcomes from current policies and emissions
Intergovernmental Panel On Climate Change (IPCC)
This section of the IPCC AR6 WGIII Technical Summary presents aggregate GHG emissions across global mitigation pathways and projected outcomes from current policies and emissions. It provides a foundational overview of climate action status…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Research Letters2026#Carbon PricingDOI
Scaling carbon clubs under CBAM: Incentives and asymmetric burdens
Xian Hu, Xiang Chen, M. Ho +1
This study analyzes whether the EU's CBAM can anchor an expanding carbon pricing coalition using a new Carbon Pricing Incentive Index (CPII) and a dynamic CGE model. Small clubs cut 2040 emissions by under 1.5% with high leakage, while expa…
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Climate FinanceDOI
Blockchain Technology in Climate Finance and Carbon Markets: Emerging Infrastructure, Market Dynamics, and the Road to Net Zero
Anson Joseph
This paper analyzes blockchain and DLT's role in climate finance and carbon markets, drawing on 26 peer-reviewed studies and market intelligence. It synthesizes 2025-2026 developments in ReFi, Web3, and Layer 2 architectures, introduces a B…
Peer-reviewed🌍 GlobalJournalSustainability Switzerland2024#Climate FinanceDOI
Does Green Finance Reduce Carbon Emissions? Global Evidence Based on System Generalized Method of Moments
Baştürk M.F.
This paper uses system GMM to analyze the impact of green finance on carbon emissions globally. It finds that green finance significantly reduces emissions, offering policy implications for promoting green finance.
Peer-reviewed🌍 GlobalJournalAsia Pacific Journal of Marketing and Logistics2026#AI × ESGDOI
Trade wars and net zero goals: AI-based reverse logistics and circular practices under Trump 2.0’s tariff uncertainty
Cong Doanh Duong
This study demonstrates that AI-based reverse logistics improves net-zero green performance through circular economy practices, but tariff policy uncertainty weakens these effects. Based on a three-wave survey of 209 ISO 14001-certified hig…
Peer-reviewedCNJournalElectronics2026#Energy TransitionDOI
Impact Assessment of a Dynamic Green Certificate and Green Hydrogen Certificate Joint Mechanism on Integrated Energy Systems Based on an Asymmetric Cloud Matter-Element Model
Hao Li, Jiahui Wu, Weiqing Wang
This study proposes a dynamic green certificate (GCT) and green hydrogen certificate (GHCT) joint mechanism to enhance wind power integration and reduce carbon emissions in integrated energy systems (IES). An optimal operation model conside…