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.
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…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#AI × ESGDOI
Research on carbon drivers of agricultural exports combined with XGBoost and SHAP
Jiayuan Guo, Kai Quan Zhang, Yanlai Wang +1
This study integrates XGBoost with SHAP interpretability to identify carbon emission drivers of agricultural exports using panel data from Central China (1993-2019). The optimized model achieves high predictive accuracy (R²=0.935), revealin…
Peer-reviewed🇨🇳 ChinaJournalEnergy and climate management.2026#Energy TransitionDOI
Maintaining security of power supply in the context of technological change driven by low-carbon transition
Yi Zhou, Jian Han, Yang Qu +6
This study analyzes challenges to maintaining electricity supply security during China's transition from fossil fuels to high-penetration variable renewable energy (VRE). Using Causal Loop Diagram (CLD) method, it identifies dynamic feedbac…
🇨🇳 ChinaJournalPubMed2026#Energy TransitionDOI
[Comparison on Carbon Emissions Decoupling and Driving Factors Between Carbon Peaking Countries and China].
Yan-Chen Gu, Lian-Hong Lü, Nan Zhang
Using World Bank and IEA data (1970-2023), this study applies MK test, Tapio decoupling, and LMDI decomposition to assess carbon peaking across 218 countries and analyze drivers in China and six developed nations. By 2023, 57 countries peak…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
Real-Time Solar–Diesel Generator Power Coordination for Industrial Loads Under Grid Outage Conditions
K Sivasankar*
This study proposes a real-time coordination control strategy for solar PV and diesel generators during grid outages, enabling high solar penetration while maintaining stability. Simulations show reduced diesel fuel consumption and carbon e…
Peer-reviewed🌍 GlobalConferenceSPE Conference at Oman Petroleum & Energy Show2026#Energy TransitionDOI
Optimized Reduced-Portland Cement System for Lowering Carbon Emissions in Well Cementing Operations
Nazia Bhimani, Zahra Al Sulaimi, Dua Al Shibani +1
This paper presents the design, lab evaluation, and field implementation of a reduced-Portland cement system for well cementing, substituting 37% of Portland cement with SCMs. In a large-scale drilling project in Oman, this achieved ~130 to…