GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.
CNConference2026 3rd International Conference on Power System Engineering and Smart Grid (PSESG)2026#Carbon PricingDOI
Optimization Strategy of Photovoltaic-Storage Coordinated Operation Based on Alliance Game and Carbon Trading Mechanism
Ying Lan, Wen Zhang
Proposes a cooperative optimization model for photovoltaic-storage systems using coalition game theory, incorporating a dynamic carbon trading mechanism. The model maximizes total revenue from electricity and carbon trading, distributes sur…
🇨🇳 China📚 Peer-reviewed · JournalProcesses2026#Renewable EnergyDOI
Design and Performance Benefit Analysis of Distributed Photovoltaic Systems Based on Wastewater Treatment Plants
Ru Yang, Rui Long, Hongbin Liu +3
This study deploys a distributed photovoltaic system at wastewater treatment plants (WWTPs), quantitatively analyzing economic and environmental benefits via PVsyst simulation. Results show 83.3% system efficiency, annual power generation o…
🇨🇳 China📚 Peer-reviewed · JournalEnvironmental Impact Assessment Review2026#Supply ChainDOI
Spatially decoupled sulfur emissions in global photovoltaic supply chains and their vulnerability to trade barriers
Shuxian Zheng, Tong He, Ying Liu +4
This paper analyzes the spatial distribution of sulfur emissions in global photovoltaic supply chains and evaluates the impact of trade barriers. It finds that spatial decoupling creates emission hotspots and trade barriers increase supply …
🇨🇳 China📚 Peer-reviewed · JournalProceedings of the Institution of Civil Engineers - Maritime Engineering2026#Carbon PricingDOI
Shipping transition under green energy supply risks: three-dimensional mechanism analysis
Jiayu Liu, Jun Ye, J Chen +1
This study develops a game model of port-shipping supply chain with carbon taxation, green energy supply uncertainty, and market competition. It finds that stable green energy supply boosts shipping companies' transition incentives, while i…
🇺🇸 USA📚 Peer-reviewed · JournalACS Sustainable Chemistry & Engineering2026#CCUSDOI
Pairing Chemical Activation and Carbonation of Basalt to Manufacture Novel Supplementary Cementitious Materials that Incorporate Carbon Capture
Matthew Hollingham, Juan Pablo Gevaudan
This study develops novel supplementary cementitious materials by pairing chemical activation and carbonation of basalt, incorporating carbon capture. This approach reduces the carbon footprint of the cement industry.
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Joint Effects of New Energy Demonstration Cities and Low-Carbon City Pilots on Manufacturing Firms’ Green Total Factor Productivity: Supply Innovation or Cost Pressure?
Yiksing Peng, X Wang, Weilong Gao
This study examines the joint impact of China's New Energy Demonstration Cities (NEDCs) and Low-Carbon City Pilots (LCCPs) on manufacturing firms' green total factor productivity (MFGTFP) using panel data from 2007-2024. A multi-period diff…
🌍 Global📚 Peer-reviewed · JournalCentAUR (University of Reading)2026#Climate Risk
Climate change exposure and M&A: global evidence
Y. Xue, Shehub Bin Hasan, Muhammad Kabir
This study empirically analyzes how climate change exposure affects corporate M&A activity using global data. It examines the influence of climate risks on M&A strategies, including target selection and deal outcomes.
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
EXIOFUTURES - EXIOBASE Global Future Scenarios
R WOOD
EXIOFUTURES is a scenario-based extension of EXIOBASE for exploring how future socioeconomic change, technology shifts, policy choices, and consumption patterns may reshape global environmental footprints. It uses a multi-regional input-out…
🌍 GlobalPreprintZenodo2026#AI × ESGDOI
Resilient EV charging station network design using AI algorithms
Somasundaram, Deepa, Krishnamoorthy, N., Anand, J. Vijay +3
This paper proposes an AI-driven framework for EV charging station placement integrating LSTM-based spatiotemporal demand forecasting, GA-PSO multi-objective optimization, and deep reinforcement learning for adaptive resilience. Evaluation …
🌍 GlobalPreprintZenodo2026#Transition FinanceDOI
GREEN BONDS VS. SUSTAINABILITYLINKED LOANS: WHICH WORKS FOR INDUSTRIAL DECARBONISATION?
Ataxanov Umidbek Olimovich
This paper compares green bonds and sustainability-linked loans (SLLs) for financing industrial decarbonization, using 2024-2026 market data, BIS study, and academic research. Green bonds reduce Scope 1 emissions by 21% within one year, whi…
🇨🇳 China📚 Peer-reviewed · JournalInternational Journal of Environmental Protection and Policy2026#Carbon PricingDOI
Environmental Performance and Carbon Emissions: Revisiting the Role of Environmental Taxes and Policy Stringency for OECD Countries
Arshad Ali, Gohar Ali
This study analyzes the impact of environmental taxes and environmental policy stringency on CO2 emissions across 32 OECD countries from 2000 to 2022 using panel data. Results show that a 1% increase in environmental taxes reduces CO2 emiss…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergies2026#HydrogenDOI
Hydrogen from Waste Plastics as a Low-Carbon Energy Pathway: A Socio-Technical Assessment of Thermochemical Conversion and Market Acceptance
Penka Zlateva, Mariana Murzova, Angel Terziev +2
This study assesses hydrogen production from waste plastics as a low-carbon pathway through an integrated socio-technical framework combining thermochemical conversion assessment and market acceptance survey (n=162). Results show acceptance…
🌍 GlobalPreprintJurnal Presipitasi: Media Komunikasi dan Pengembangan Teknik Lingkungan2025#Disclosure InfrastructureDOI
Environmental Accounting and Corporate Disclosure: Global Research Trends and Conceptual Clusters
Ericke Fridatien, Annisa Sila Puspita, Marah Ammar
This bibliometric review of 1,891 Scopus records integrates trends in environmental accounting and corporate disclosure research. Since 2015, rapid growth led by Chinese, U.S., and Australian authors, with strengthening international collab…
CN📚 Peer-reviewed · JournalEnvironmental Research2026#Energy TransitionDOI
Low-Carbon Transition Pathways for Heavy-Industry Parks: A Case Study from Fujian, China
Beizhu Wang, Xiaojuan Li
This paper analyzes low-carbon transition pathways for heavy-industry parks using a case study from Fujian, China. It evaluates measures such as energy efficiency, renewable energy deployment, and CCUS, offering policy recommendations for i…
CN📚 Peer-reviewed · JournalScientific Data2026#EV & TransportDOI
A high-resolution dataset on costs and greenhouse gas emissions of battery recycling in China
Haoyang Li, Han Hao, Xin Sun +6
This paper provides a high-resolution dataset on costs and GHG emissions for battery recycling in China, enabling evaluation of environmental and economic performance to support decarbonization strategies.
🌍 GlobalPreprint2026#Disclosure InfrastructureDOI
The Green Permium Paradox
Daniel Nenguke, Filip Dudek, Ali Ahmed
This paper identifies the 'Green Premium Paradox' where investors pay extra for ESG-labeled stocks without verifying the quality of sustainability claims. It introduces a Disclosure Fidelity Index and the 'Green Accounting Illusion' bias, u…
🌍 GlobalPreprint2026#ESGDOI
A COMPARATIVE STUDY OF ESG DISCLOSURE AMONG PHARMA, IT, AND BANKING INDUSTRY
Meher Dharmani & Dr. Shaili Gala
This study compares ESG disclosure practices across the pharmaceutical, IT, and banking industries, highlighting sector-specific challenges such as environmental footprint in pharma, energy consumption and data privacy in IT, and sustainabl…
🇪🇺 EuropeModern paradigms in the development of the national and world economy2026#Disclosure InfrastructureDOI
Emerging trends in sustainability reporting: from voluntary disclosure to regulated assurance
Marian Jalencu
This paper explores the shift from voluntary sustainability reporting to regulated assurance, focusing on the EU CSRD and ESRS. Using qualitative content analysis of policy documents, it finds that mandatory assurance enhances credibility, …
🌍 GlobalPreprintProceedings of the 7th International Conference on Advanced Research Methods and Analytics (CARMA 2025)2025#AI × ESGDOI
An automated sustainability assessment model: extraction, classification and evaluation of corporate reports using NLP techniques
Francisco Javier Rodríguez-Ruiz, Ana María García-Berbaneu, Alexsander Luiz Telpisow-Scheid
This study proposes an automated methodology using NLP to extract, classify, and assess ESG content from corporate sustainability reports. It uses a taxonomy aligned with European reporting standards for listed SMEs, enabling scalable and r…
🌍 GlobalPreprint2026#AI × ESGDOI
AI-Driven Decision Support Systems for ESG Reporting and Education
Mrs. Awantika Deshpande, Mr. Kiran More
This paper proposes an AI-driven education system to enhance ESG reporting knowledge and consistency. It integrates NLP, machine learning, and knowledge graphs for framework analysis, adaptive learning, and real-time reporting assistance. E…