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-reviewedJournalJournal of Marine Science and Engineering2026#Energy TransitionDOI
Techno-Economic and Decarbonisation Assessment of Small Modular Reactor Propulsion for Large Container Ships Under the IMO Net-Zero Framework
Tae-Youl Jeon, Young-Chan Lee
A stochastic model endogenising the IMO Net-Zero Framework's two-tier compliance mechanism assesses SMR propulsion for a 15,000 TEU container ship over 25 years. The SMR abates 96.6% of life-cycle emissions, but its cost versus the best con…
JournalJapanese Political Economy of the Environment2026#Energy TransitionDOI
Prolonging the Use of Nuclear and Thermal Power Proceeds under Decarbonization Policy
Kenichi Oshima
This paper examines how proceeds from nuclear and thermal power generation can be used and prolonged under decarbonization policy. Without an abstract, details are unclear, but it addresses the intersection of power-mix strategy and financi…
Peer-reviewed🇪🇺 EuropeJournalStreet Art & Urban Creativity2026#Energy TransitionDOI
MACHINE LEARNING FOR URBAN HEATING VECTOR ESTIMATION TO SUPPORT CITY DECARBONIZATION
Elena Usobiaga Ferrer, Manuel Benito, Aitor Goitia +1
Using open cadastral, census, and EPC data from Spain, XGBoost classifiers predicted residential heating energy vectors. Spatially aware models reached up to 73.6% accuracy, with neighbour energy probabilities providing the largest gain. Tr…
Peer-reviewed🇪🇺 EuropeJournalMining2026#Energy TransitionDOI
Changes in the Development of Preparatory Roadway Excavations in Polish Mines Associated with the Economic Decarbonization Process
Andrzej Chmiela, Beata Barszczowska, Olena Trokhymets +1
Poland, the EU's largest hard coal producer, faces declining coal demand amid decarbonization but still needs coal to stabilize its power grid during transition. This paper statistically analyzes changes in preparatory roadway excavation pa…
Peer-reviewed🇪🇺 EuropeJournalBuildings2026#CCUSDOI
Low-Carbon Cement and Low-Cement Concrete: Comparative Decarbonization Potential and the Distribution of Carbon Cost and Risk Across the Value Chain
Yury Villagran-Zaccardi
Decarbonizing cement and concrete requires both supply-side (low-clinker cement) and demand-side (low-cement concrete, efficient design) strategies, yet direct comparisons are rare. This paper compares technical potential and burden distrib…
Peer-reviewed🇺🇸 USAJournalNature Communications2026#Energy TransitionDOI
Cross-border electricity tariffs undermine power system efficiency, decarbonization and reliability in North America
Siyuan Wang, Fengqi You
This work argues that cross-border electricity tariff designs in North America undermine grid efficiency, delay decarbonization, and reduce reliability. It highlights how border-level pricing and institutional barriers block wide-area renew…
Peer-reviewedJournalEuropean Journal of Tourism Research2026#Energy TransitionDOI
Incorporating climate change in the management and planning of tourism destinations: behavioural change and decarbonisation strategies
Aitziber Pousa-Unanue
This work examines how climate change can be integrated into the management and planning of tourism destinations, combining behavioural change with decarbonisation strategies. It frames destination-level climate governance for the tourism s…
Peer-reviewedJournalSustainable Production and Consumption2024#CCUSDOI
Dual adoption opportunities and prospects for mining and industrial waste recovery through an integrated carbon capture, utilization and storage
Kusin F.M.
This paper examines dual adoption opportunities and prospects for recovering value from mining and industrial waste through integrated CCUS. It appears to link resource recovery (metals/minerals) with carbon capture and utilization, explori…
Peer-reviewed🌍 GlobalJournalRevista De Gestao Social E Ambiental2024#ESGDOI
ESG DISCLOSURE BY BRAZILIAN PUBLIC COMPANIES
Dal-Ri Murcia F.
A study on ESG disclosure practices among Brazilian listed companies. Without an abstract, specifics are unclear, but it likely examines disclosure patterns and gaps in an emerging market, offering a non-OECD perspective on the global conve…
Peer-reviewed🌍 GlobalJournalMilestone: Journal of Strategic Management2026#AI × ESGDOI
ESG and Artificial Intelligence Integration in Digital Banking Transformation: A Qualitative Case Study of Bank Rakyat Indonesia
Elsa Manora Simamora
This qualitative single-case study examines how Bank Rakyat Indonesia, the country's largest state-owned bank, integrates ESG principles with AI capabilities in its digital transformation strategy, analysing 47 annual, sustainability and re…
🌍 GlobalConferenceInternational Conference on Information Management and Technology2026#AI × ESGDOI
Integrating Econometrics and Machine Learning: ESG-Financial Performance Nexus in FTSE Developed ESG Index
Randy Adhiputra, A. A. S. Gunawan, Ferry Hadiyanto
Using two-way fixed-effects panel regression and tuned tree-based ML ensembles on FTSE Developed ESG Index firms (2016-2025), this study finds ESG positively associated with Tobin's Q, marginally with ROA, and not with ROE, with effects con…
Peer-reviewedCNJournalSustainability2026#ESGDOI
ESG Rating Divergence and Corporate Maturity Mismatch: Evidence from China
Jing Gong, Feng-Ming Yang, Shuang Zhao
Using Chinese A-share panel data (2015–2023), this study shows ESG rating divergence aggravates corporate maturity mismatch between investment and financing. Mechanisms include tightened financial constraints, reduced information transparen…
Peer-reviewedJournalVolume 10: Blue Economy Symposium; Specialty Symposium on OTEC and Correlate Devices; Smart and Sustainable Maritime Systems2026#Energy TransitionDOI
Risk-Based Design Approval Framework for Dual Fuel LNG Retrofits in Aging Fleets: An Indonesian Maritime Case Study
M. R. F. Hariadi, M. A. Kurniawan
Aging domestic fleets face compliance gaps for LNG dual-fuel retrofits when manufacturer documentation is unavailable. This paper proposes a risk-based design approval framework demonstrating functional safety equivalence via hazard analysi…
Peer-reviewedJournalJournal of Progress in Artificial Intelligence2026#AI × ESGDOI
The impact of governance complementarity and artificial intelligence on sustainable financial reporting quality in commercial banks in emerging economies
S. B., Vijaya Maheswari Velala, Ahmad Azhar +2
Using survey data from Indian commercial banks, this study examines how corporate governance, internal audit quality, and AI adoption jointly affect sustainable financial reporting quality. Internal audit quality and governance are positive…
GOTECH2026#Energy TransitionDOI
Decarbonizing Wastewater Treatment: Solar-Powered Localized Manufacturing of On-Demand Oxidants Through Comparative Life Cycle Assessment
A. Akram, M. Ahmad
A comparative LCA (ISO 14040/44) evaluates solar-powered on-site electrochemical oxidant generation for industrial and produced water treatment versus conventional centralized oxidant supply chains. Localized generation cuts global warming …
Peer-reviewedCNJournalSustainability2026#Climate RiskDOI
Climate Risk and Commercial Bank Portfolio Risk Density: Evidence from China
Jia-Jun Lu, Gao-Yuan Xi, Zhan-Hong Yang
Using a 2014–2023 panel of 33 Chinese listed commercial banks, this study links a composite climate risk index (CCRI)—combining branch-weighted physical risk and transition-risk disclosure intensity—to risk-weighted asset ratios. Higher CCR…
Peer-reviewedCNJournalFrontiers in Forests and Global Change2026#Climate RiskDOI
The impact of climate risk on forestry ecological total factor productivity: evidence from double machine learning
Liu-Qing Wang, Hang Chen, Wei-Han Zhu +1
Using 2012–2023 panel data for 30 Chinese provinces, the authors build a composite physical climate risk index (CPRI) of extreme cold, heat, rainfall and drought, and apply double/debiased machine learning to estimate effects on forestry ec…
Peer-reviewedJournalResearch on Engineering Structures and Materials2026#AI × ESGDOI
Interpretable machine learning-based sustainability and sensitivity evolution analysis of ceramic waste concrete
B. T, Sabarigiri Selvaraj, Tamil Priyan R. K. B +3
This study evaluates sustainable concrete using ceramic waste and powder to partially replace coarse aggregates (0-100%) and cement (0-35%). At 35% cement replacement, 28-day compressive strength dropped only ~2.5% while embodied CO2 emissi…
Peer-reviewedJournalJournal of Engineering, Design and Technology2026#Energy EfficiencyDOI
BIM and digital twin integration in circular construction: addressing lifecycle fragmentation
Muhammad Afzal, Juan Carlos Flores Lara, A. Acquaye +1
A PRISMA review of 266 studies synthesizes how BIM and digital twins enable circular economy practices across building lifecycle stages. Digital-enabled circularity remains design-centric, with weak continuity into operation, maintenance an…
Peer-reviewedJournalGOTECH2026#CCUSDOI
Ex-Situ CO2 Mineralization of Produced Water for Enhanced Oilfield Water Reinjection
Mohammed H. Alyousef, S. Alshammari, Hussain Al-Saleem +1
This review proposes ex-situ CO2 mineralization of produced water (PW) integrated with reinjection into depleted oil fields. CO2 is dissolved into divalent-ion-rich PW and alkalinized with NaOH to precipitate CaCO3 and Mg(OH)2, enabling per…