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-reviewedJournalTransactions on Emerging Telecommunications Technologies2025#AI × ESGDOI
Ainet0: AI Forecasting Based Carbon Neutral Cloud Resource Management for Net Zero Targets
Wang H.
This paper proposes an AI-forecasting-based approach to manage cloud computing resources in a carbon-neutral manner, optimizing energy efficiency and reducing carbon emissions to support net-zero targets. It exemplifies the application of A…
Peer-reviewedJournalNUML International Journal of Business & Management2026#AI × ESGDOI
Integrating Disclosure Tone and Machine Learning for Financial Performance Prediction
Imad Ud Din Durrani, Hassan Raza
This study integrates disclosure tone (positivity, negativity, uncertainty) into machine learning models to enhance financial performance prediction for non-financial firms in Pakistan. Textual data from annual reports were analyzed using a…
Peer-reviewedJournalFINANSIA: Jurnal Akuntansi dan Perbankan Syariah2026#ESGDOI
ASSESSING SDGS DISCLOSURE AMIDST ALTMAN Z''-SCORE FINANCIAL HEALTH: A COMPARATIVE STUDY OF INDONESIAN SERVICE AND MANUFACTURING SECTORS
Walad Khairamuzad, Rindu Rika Gamayuni, Yuztitya Asmaranti
Analyzing 120 firms from the IDX ESG Leaders index (2021-2024), this study finds financial health significantly positively affects SDG disclosure, supporting Slack Resources Theory, while board committees show no effect. Service sector disc…
Peer-reviewed🇪🇺 EuropeJournalOditor2026#ESGDOI
EMPLOYEES’ PERCEPTION OF NON-FINANCIAL REPORTING IN TRANSPORT COMPANIES
Stefan Milojević, Miloš Milošević, Snežana Knežević
This study surveys managers and reporting staff in Serbian transport companies on their perceptions of ESG reporting. Based on 163 responses, it finds that ESG training significantly increases the likelihood of rating environmental inclusio…
Peer-reviewedJournalJournal of Intelligent Decision Making and Information Science2026#OtherDOI
Virtual Reality for Environmental Education in Higher Education Institutions: A Systematic Review
He Lewei
This systematic review analyzes VR applications in higher education environmental education through the lens of SDGs. Using PRISMA, 17 empirical studies (2017-2024) were examined, identifying two implementation methods: interactive virtual …
Peer-reviewed🌍 GlobalJournalAccounting & Finance2026#Carbon AccountingDOI
CEO
Tenure,
CEO
Gender Diversity, and the Quality of Carbon Reporting: Empirical Evidence From New Zealand
M. Houqe, H. Khan, F. Mohaimen
Using 578 firm-year observations from 102 NZX-listed firms (2015-2020), this study finds that longer CEO tenure negatively affects carbon reporting quality, while female CEOs enhance it. The negative effect intensifies with CEO duality and …
Peer-reviewedJournalJournal of Risk and Financial Management2026#Climate RiskDOI
Climate Risk, Corporate Sustainability, and Firm Performance: An Integrated Bibliometric and Systematic Review
A. Akanksha, Thirupathi Manickam
This study synthesizes 643 peer-reviewed articles (1993-2025) via bibliometric analysis and systematic review, revealing a shift from environmental measurement to climate-risk management, carbon disclosure, and sustainable finance. Financia…
Peer-reviewed🇺🇸 USAJournalEnvironmental Science & Technology2026#Energy EfficiencyDOI
Rebuilding Greener?
Green Building Diffusion after
Extreme Weather Events
Qing Miao, Mark Bremer, Wei Guo +2
Using city-level LEED certification data (2000-2020) in the U.S., this study empirically examines how natural disasters and weather extremes affect green building diffusion. Major floods increase LEED-certified buildings within 3-6 years, h…
Peer-reviewedJournalEAAE Joint Publishings2026#Energy EfficiencyDOI
ResThermoVR: Development and Assessment of VR Educational Tool
Kifah Alhazzaa, M. Dixit, Wei Yan
This study develops and assesses ResThermoVR, a VR educational tool for learning building energy simulation and carbon emissions. It offers nine scenarios to explore design and material impacts on energy performance, aiming to enhance high …
Peer-reviewedJournalEAAE Joint Publishings2026#Energy TransitionDOI
Circular Immersive Parametric Design Workflow for Innovative Materials
Patricia Njideka Kio
This study introduces a circular immersive parametric design (CIPaDe) workflow integrating BIM and VR for AEC education. It includes material selection, geometry exploration, and LCA using EC3 tool to minimize embodied carbon and energy. Re…
Peer-reviewedJournalFrontiers in Science and Engineering2026#Energy TransitionDOI
A Review of Ship Energy Loss, Emission Characteristics and IMO Compliance Energy-Saving Technologies
Kaixing Li, Zhijie Li, Shuai Ma +1
This review systematically analyzes ship energy-saving technologies in response to IMO regulations (EEDI, EEXI, CII, SEEMP). Using bibliometric analysis (2015-2025) and PRISMA-based systematic review (2018-2025), it proposes staged low-carb…
Peer-reviewedJournalIET Collaborative Intelligent Manufacturing2026#AI × ESGDOI
CrossChain‐VaxTrace: A Sustainable and Interoperable Blockchain Architecture Integrating Federated Graph Neural Networks and Edge Artificial Intelligence for Green Vaccine Supply Chain Optimisation
Ritwick Boyra, Rajesh Bose, A. Khan +5
This paper proposes CrossChain-VaxTrace, an integrated architecture combining cross-chain blockchain, federated graph neural networks, and edge AI to address vaccine supply chain challenges. It achieves 67% energy savings via PoA consensus …
Peer-reviewedCNJournalFire2026#Carbon AccountingDOI
Investigation on Characteristics of Typical Pollutants Generated from Coal Fires: A Case Study of Sulabulak, Xinjiang, China
Xinrong Du, Zhicheng Yang, Qiang Zeng
This study integrates laboratory simulation, remote sensing, and field monitoring to characterize pollutant emissions from the Sulabulak underground coal fire in Xinjiang, China. It identifies combustion stages, heavy metal partitioning, an…
Peer-reviewedJournalJournal of Business Insight and Innovation2026#Climate FinanceDOI
Green Finance, Climate Risk, and Sustainable Development Goals: Evidence from Pakistan
Ghazanfar Ali Zardari, Abdul Samad Shaikh
This study examines how green finance affects SDG achievement in Pakistan, focusing on the mediating role of climate risk mitigation. Using PLS-SEM on survey data from 350 banking and government employees, it finds green finance directly an…
Peer-reviewed🌍 GlobalJournalJournal of Contemporary Issues in Open Distance and E-Learning2026#circular_economyDOI
Sustainable Finance for a Zero-Waste Circular Economy in Nairobi County: A Framework for Plastic Solid Waste Quantification, Climate Change Mitigation, and Inclusive Livelihood Transformation
Moses Kanyambindwa, Beatrice Nakholi, Brenda Reson +2
This study develops a Sustainable Finance for Zero-Waste Circular Economy (SF-ZWCE) framework, using Nairobi County as a case. It finds that waste prevention, reuse, and recycling offer greater GHG reduction and employment benefits than was…
Peer-reviewedJournalInvestment Management & Financial Innovations2026#Climate FinanceDOI
From ESG principles to financial system coordination: A bibliometric analysis of sustainable finance research
O. Pakhnenko, O. Kryklii, Liudmyla Pavlenko +2
This study analyzes 11,629 Scopus-indexed articles (2000-2025) using bibliometric and qualitative methods to map the conceptual structure and evolution of sustainable finance research. It finds strong thematic integration between green fina…
Peer-reviewedJournalJournal of Energy and Mechanical Engineering2026#Energy TransitionDOI
BIOCHAR MULTIFUNGSI DALAM EKONOMI SIRKULAR: REKAYASA PROSES, HUBUNGAN STRUKTUR–FUNGSI, DAN JALUR IMPLEMENTASI UNTUK ENERGI, LINGKUNGAN, PERTANIAN, SERTA MATERIAL MAJU
Syamsu Akuba, Romi Djafar
This review integrates biochar research across sectors using a feedstock-process-structure-function-impact framework. It synthesizes recent studies to show how production conditions affect biochar properties and performance, noting that unm…
Peer-reviewedJournalMaterials2026#CCUSDOI
Catalytic Hydrogenation of CO2 to Alternative Fuels: A Review of Methanation and Related Pathways
Kornelia Nejranowska, Agnieszka Szymaszek-Wawryca, M. Motak
This review systematically organizes the thermodynamic constraints and catalyst design advances in CO2 hydrogenation to alternative fuels, including methanation, methanol synthesis, and reverse water-gas shift. It details the cost advantage…
Peer-reviewedJournalThe Economic Discourse2026#Renewable EnergyDOI
FINANCIAL SUPPORT FOR THE DEVELOPMENT OF RENEWABLE ENERGY: GLOBAL INVESTMENT TRENDS AND INTERNATIONAL EXPERIENCE
Olha Shmyhel
This paper systematizes international financing mechanisms for renewable energy, including green bonds and blended finance, and analyzes global clean energy investment trends. It proposes an integrated evaluation model combining traditional…
Peer-reviewedJournalEnergy Advances2026#HydrogenDOI
Reverse Current Phenomena in Alkaline Water Electrolyzers: Mechanism, Impact, and Mitigation Strategies for Renewable Integrated Hydrogen Systems
K. Kamlesh, R. Singhal, Santhi Priya Dasari +2
This paper systematically reviews reverse current phenomena in alkaline water electrolyzers (AWEs) during start-stop cycles, explaining mechanisms, degradation impacts, and mitigation strategies. It addresses challenges in renewable-integra…