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-reviewed🇯🇵 JapanJournalInternational Journal of Current Science Research and Review2026#ESGDOI
ESG Performance and Firm Value in India: The Moderating Role of Board Gender Diversity Under the Mandatory BRSR Regime
Shobana R., Sai Sona S., Rakshana N. S.
Using 1,008 firm-years from 210 NSE-500 non-financial firms (FY2019-20 to 2023-24), this study examines ESG performance and firm value (Tobin's Q) under India's mandatory BRSR regime. Fixed-effects regression finds ESG positively associated…
Peer-reviewed🇪🇺 EuropeJournalJournal of Medical and Clinical Nursing Studies2026#Supply ChainDOI
Harmonizing Article 17 of the EU MDR: a Perspective on Overcoming Regulatory Fragmentation for Sustainable Perioperative Care
Federica Pirro, Viola Vahle, Daniel Vukelich
EU MDR Article 17 delegates oversight of single-use device remanufacturing to Member States, creating fragmented national rules that block scalability. Contrasting an implemented Irish initiative with an aborted Italian proposal shows regul…
Peer-reviewedJournalInternational Journal For Multidisciplinary Research2026#ESGDOI
The Role of Agile Governance in Achieving Sustainable Digital Transformation: Toward a Sustainable Agile Governance (SAG) Framework for Boards and Senior Management
Toluwase Ariyo
This paper examines how agile governance relates to sustainability in digital transformation and proposes a Sustainable Agile Governance (SAG) Framework for boards and senior management. Based on a synthesis of 46 sources plus illustrative …
Peer-reviewed🌍 GlobalJournalBusiness Strategy and the Environment2026#Climate FinanceDOI
Financial Market Effectiveness of Sustainability Initiatives in Green Bond Markets: Evidence Synthesis and Research Framework
Fabian Leonardo Romeo, Florian Follert, M. Spörrle
Synthesizing 45 peer-reviewed studies (42 quantitative, 169 codable FMSI-outcome relationships), this paper finds financial market sustainability initiatives in green bond markets are most consistently linked to favorable outcomes when they…
🇺🇸 USA2026#AI × ESG
Same Text, Different Numbers: The Divergence of LLM-Based Measures
Hamid Boustanifar, Sasan Mansouri
Seven LLMs from different providers scored S&P 500 earnings call transcripts on thirteen textual measures including climate and political risk. Cross-model rank correlations averaged only 0.52, and disagreement did not predict analyst or ma…
Peer-reviewed🌍 GlobalJournalILMU KELAUTAN: Indonesian Journal of Marine Sciences2026#Climate RiskDOI
Coastal Vulnerability Assessment and Disaster Risk Management of the Betahwalang Conservation Area, Demak, Indonesia
Agus Indarjo, G. D. Maharani, M. Zainuri +2
This study assesses 2015–2025 coastal vulnerability in Betahwalang Waters, Demak, Indonesia, using a Coastal Vulnerability Index integrated with GIS. Weighted overlay of physical, geological, and environmental parameters shows ~69% of the a…
Peer-reviewed🇺🇸 USAJournalJournal of King Abdulaziz University-Economics and Administration2026#Carbon AccountingDOI
Measuring Maintainable Income Under Natural Capital Depletion: A Dynamic Sustainability-Weighted Cost of Capital Framework
Khaled Aldhaferi
This paper proposes Dynamic Sustainability-Weighted Cost of Capital (Dynamic SWACC), a shadow-accounting framework that converts climate, resource, and safety risks into a capital-maintenance charge to estimate sustainability-adjusted maint…
Peer-reviewed🌍 GlobalJournalInternational Journal of Innovative Science & Technology2026#AI × ESGDOI
AI for Mitigating Climate Change: An Account of Uses, Difficulties, Morality, and Prospects
Hamid Raza Malik, Abdul Basit, Naeem A. Nawaz +1
This narrative review synthesizes AI's contributions to climate mitigation across renewable energy optimization, carbon emission tracking, environmental monitoring, and sustainable urban/agriculture development. It argues AI's net climate e…
Peer-reviewed🇪🇺 EuropeJournalJournal of Industrial Ecology2026#Carbon AccountingDOI
Wood use scenarios in Sweden through integrated monetary-physical input–output framework
B. Iliev, I. Arto, N. Bentsen +2
An integrated monetary-physical input–output model for Sweden simulates three wood-use scenarios (CLT construction, waste recycling, wood cascade) to 2040. CLT yields the largest macroeconomic gains but erodes the forest carbon pool, giving…
Peer-reviewedJournalRussian Economic Bulletin2026#Energy TransitionDOI
Стратегии российских судовладельцев в условиях международной декарбонизации: анализ регулирования imo net zero framework
Э. Р. Мамеев, Н. С. Славецкая
This study models the economic impact of the IMO Net Zero Framework on an 18,000 DWT chemical tanker over 2028–2040 across four compliance scenarios. Conventional fuel plus compliance-unit purchases grow costlier as rules tighten, while a g…
Peer-reviewed🇪🇺 EuropeJournalAnnals of WULS, Forestry and Wood Technology2026#Carbon AccountingDOI
Carbon Footprint and Retained Carbon in Furniture Made from Upcycled Post-Production Wood Residues: A Case Study
Małgorzata Grotowska, P. Beer, S. Oleńska +1
This case study analyzes the carbon dimension of upcycling post-production oak offcuts into furniture using carbon footprint and circular economy framing. Each product retains roughly 108–225 kg CO₂ for its service life and avoids emissions…
Peer-reviewedJournalApplied Sciences2026#Renewable EnergyDOI
Fault Diagnosis and Control Strategies in Photovoltaic Systems: Recent Advances in Reliability Improvement, Lifetime Extension, and Waste Reduction
Iga Pietrucha, Krzysztof Barbusiński, Paweł Kwaśnicki
This structured review synthesizes 2015–2026 literature on PV fault detection, diagnosis, and control, covering electrical/model-based methods, thermal and luminescence imaging, AI, MPPT, and fault-tolerant control. It integrates diagnostic…
Peer-reviewed🇺🇸 USAJournalJournal of Accounting and Finance2026#Climate RiskDOI
Climate Risk and Financial Stability: The Strategic Role of Credit Unions in Sustainable Finance and Risk Mitigation in the United States
Petar Jelinic
This conceptual article examines U.S. credit unions' strategic role in managing physical and transition risks while supporting sustainable finance. Integrating financial-stability theory, RBV, dynamic capabilities, stakeholder theory, and E…
Peer-reviewedJournalPolymers2026#CCUSDOI
Functional Polymer Catalysts for CO2 Capture and Conversion: Design Principles, Applications, and Future Perspectives
Saikumar Manchala, Deshetti Jampaiah, Paramita Koley +2
This review categorizes functional polymer catalysts for CO2 capture and conversion into four classes—linear/soluble polymers, crosslinked networks and resins, porous organic polymers (POPs), and polymer–metal hybrids—covering CO2 uptake, c…
Peer-reviewedJournalResearch Journal of Pure Science and Technology2026#HydrogenDOI
Assessment of Hydrogen Energy Application and Utilisation in Nigeria's Emerging Energy Landscape
Precious Agburuga
This paper assesses Nigeria's hydrogen potential, leveraging its solar, biomass, and natural gas resources for green and blue hydrogen. It evaluates production technologies, infrastructure readiness, and policy landscape, highlighting hydro…
Peer-reviewedJournalInternational Journal of Innovative Science & Technology2026#HydrogenDOI
Green Hydrogen Production Using a Low-Cost HHO Generator: Design, Fabrication, and Performance Analysis
Fawad Khan, Arshad Ali Khan, Zarar Khan +4
This paper designs, fabricates, and characterizes a low-cost alkaline HHO generator using uncatalyzed SS-316L electrodes and 30 wt% NaOH, built from locally available Pakistani components. At 12 V/22 A it produced 0.01 L/s hydrogen at 41% s…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#HydrogenDOI
Renewable Energy Communities as Green Hydrogen Hubs—A Techno-Economic Optimization Framework for Green Hydrogen Infrastructure in Interconnected Renewable Energy Community Networks
K. Bhat, Ashish Srivastava, M. Tabakovic
This study presents a MILP framework for techno-economic optimization of hydrogen networks linking interconnected Renewable Energy Communities (RECs), integrating renewables, battery storage, local H2 production/storage, pipeline and truck …
Peer-reviewed🇪🇺 EuropeJournalGlobal Journal for Progressive Innovation and Research2026#Climate FinanceDOI
CLIMATE FINANCE AND GREEN TRADE TRANSITIONS: EU CARBON BORDER ADJUSTMENT MECHANISM, GREEN BOND MARKETS, AND CLIMATE RISK IN BANK LENDING PORTFOLIOS
S. A. Sait
This paper analyzes climate finance and green trade transitions across three dimensions: the EU CBAM's asymmetric compliance burdens on developing-economy exports (steel, cement, aluminium); the scaling of green bond markets past USD 4 tril…
Peer-reviewed🇪🇺 EuropeJournalSingapore Economic Review2026#AI × ESGDOI
Deep learning approaches for high-frequency carbon futures price forecasting: A comparative analysis of recurrent, attention-based, convolutional, and hybrid models
Ying-Nan Cong, Wen-Ting Zhang, Xiao-Jing Cai +1
This study benchmarks standalone and hybrid deep learning models (Transformer, Informer, TCN, BiGRU, TCN-Transformer, TCN-BiGRU) for forecasting EU-ETS EUA futures prices using high-frequency OHLC data. Recurrent architectures generally out…
Peer-reviewed🌍 GlobalJournalJournal of Strategic Innovation and Sustainability2026#Carbon PricingDOI
Political Credibility and the Limits of Emissions-Based Climate Policy Under Uncertainty
Klaus J. Vor der Horst, Benedikt-Lucas Peter
This paper develops a theoretical framework showing how declining regulatory credibility undermines emissions trading systems. It identifies two channels: weakened preventive decarbonization investment and reduced effectiveness of later reg…
