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.
🌍 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-reviewed🌍 GlobalJournalEquinox Journal of Economics Business and Political Studies2026#Climate FinanceDOI
Integrating Climate Risks into Financial Regulation: Basel III in the Context of ESG and Stranded Assets
Muhammed Mustafa Tuncer Çalışkan
This review examines how climate physical and transition risks affect financial stability and interact with Basel III. It argues aggregate ESG scores should not substitute for prudential risk indicators, since climate risk materializes thro…
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…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalScientific contributions oil and gas2026#CCUSDOI
Feasibility of Upper Baturaja Interval as a Carbon Storage Reservoir in Kandanghaur-Gantar High, Jatibarang Sub-basin, West Java: A Literature-Based Preliminary Study
O. Musakti, Muhamad Syaifudin, Aris Buntoro +1
This literature-based preliminary study assesses the Upper Baturaja Interval in the Kandanghaur-Gantar High, West Java, as a potential CO₂ storage reservoir. The interval lies at 1600–1900 m depth with 20–25% porosity, good lateral continui…
Peer-reviewedJournalActa Materialia Transylvanica2026#CCUSDOI
Modeling a Combined Calcium-Copper System for Integrated Carbon Dioxide Capture and Clean Energy Production
Levente Biró, Norbert-Botond Mihály, A. Cormos
This paper presents initial steps in developing a model for a combined calcium-copper chemical looping system that integrates CO2 capture with blue hydrogen production. It validates kinetic parameters and conducts a case study on the econom…
GOTECH2026#HydrogenDOI
Is Green Always Clean? Reassessing Green Hydrogen Priorities
Yehia Nassar, Shaimaa Tarek Soultan
This paper shows that in countries with low renewable grid penetration, producing green hydrogen from off-grid renewables can cause more indirect emissions than directing the same renewables to the grid while producing grey hydrogen. It arg…
Peer-reviewedJournalInternational journal of recent technology and engineering2026#HydrogenDOI
Smart Renewable–Hydrogen Energy Networks and Fusion-Assisted Technologies for Sustainable, Carbon-Free Electricity Generation
Enoch Temiloluwa Olonade, M. Oladosu, M. Abah +3
This review synthesizes 2020–2025 literature on green hydrogen production and storage, AI-enabled smart grid management, and magnetic/inertial confinement fusion. It proposes integrating fusion-assisted heat and power with renewable-hydroge…
2026 IEEE Region 10 Symposium (TENSYMP)2026#HydrogenDOI
Data-Driven Green Hydrogen Forecasting for EMS-Oriented Islanded DC Microgrids
Minul Khan Rahat, Md. Asif Khan, Rajin Al Fatemi +3
This paper proposes a forecasting-driven energy management framework for coordinated battery and electrolyzer operation in islanded DC microgrids producing green hydrogen. Comparing Random Forest, LSTM, GRU, and Transformer Encoder models o…
🌍 Global2026 IEEE Region 10 Symposium (TENSYMP)2026#Energy TransitionDOI
NetZeroML: Hybrid PCA-XGBoost Framework for Global Decarbonization and Renewable Energy Forecasting
Md Hasibul Alam Ratul, Shahriar Tasnim, Md Muntasirul Alam Pk Durjoy +3
A hybrid ML framework (PCA, K-means, XGBoost, ARIMA) analyzes renewable energy penetration, climate, and socioeconomic data across 150+ countries (1990-2026). Countries above 40% renewable share cut per-capita CO2 by 2.3 tons while sustaini…
Peer-reviewedJournalInternational journal of hydrogen energy2026#HydrogenDOI
Renewable-driven green hydrogen-to-ammonia cogeneration via the Haber–Bosch loop with LNG cold-energy recovery: Techno-economic optimization using ANN-assisted MOGWO
Tahani S. Alotaibi
Proposes a renewable-powered green hydrogen-to-ammonia cogeneration system using the Haber–Bosch loop with LNG cold-energy recovery. Applies ANN-assisted multi-objective grey wolf optimization (MOGWO) for techno-economic optimization. Aims …
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalInternational Journal of Business and Applied Social Science2026#Carbon PricingDOI
Carbon Tax Implementation and Its Impact On Economic Growth and Green Investment in Indonesia
Raka Pradipta Permadi, Noor Rahmini
This study analyzes the design and implementation of Indonesia's carbon tax and its effects on economic growth and green investment. At the minimum rate of IDR 30,000/tCO2e, energy-sector revenue potential rises from ~IDR 19.16tn in 2019 to…
Peer-reviewedCNJournalJournal of Maritime Innovation and Sustainability2026#Climate FinanceDOI
The Impact of Green Finance on the Penetration of Alternative-Fuel Vessels and Associated Greenhouse Gas Emissions Reduction
Pei Liu, Dong-Ping Song
Using system dynamics, this study models how green credit and carbon trading affect alternative-fuel vessel adoption and GHG emissions. Applied to a Chinese feeder fleet, green credit strongly accelerates uptake and cuts emissions, while ca…