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🇨🇳 ChinaJournalWater Research2026#AI × ESGDOI
Machine learning enabled carbon-contaminant synergistic control in wastewater treatment plants toward carbon neutrality
Zixin Ma, Daliang Xu, Bobo Yang +6
Applies machine learning to synergistically optimize carbon emissions and contaminant removal in wastewater treatment plants. Proposes a control method that balances process efficiency and GHG reduction, contributing to carbon neutrality.
Peer-reviewed🇨🇳 ChinaJournalTransportation Safety and Environment2026#AI × ESGDOI
Blockchain-enabled Stackelberg game and bidding strategy for carbon trading among shipping enterprises
Yang Wang, Wenhao Chen, Mengyi Di +3
Proposes a blockchain-enabled game-theoretic carbon trading mechanism for shipping enterprises, combining a Stackelberg game between regulator and firms with a bidding game solved via no-regret learning. Simulations show reduced emissions a…
Journal2026#AI × ESGDOI
Peer Review Report For: Sustainable Digital Business Ecosystems: Linking ESG Accounting, Data Analytics, and Value Creation Using Machine Learning Approaches [version 1; peer review: 2 not approved]
Lintang Kurniawati, Nur Kholis, Katarina Yunita Riti +1
This study uses machine learning (Random Forest, XGBoost) to analyze relationships among ESG accounting, data analytics capability, and sustainable value creation. XGBoost achieved highest accuracy (R²=0.87), showing ESG accounting influenc…
PreprintResearch Square2026#AI × ESGDOI
A Multimodal Transformer Framework with State-Aware Adaptive Fusion for Ultra-Short-Term Solar Irradiance Forecasting with Sky Cloud Images
Zhao H, Song A, Jin Y +1
This paper proposes a multimodal deep learning framework integrating sky cloud images and numerical sequences to improve ultra-short-term solar irradiance forecasting. A state-aware adaptive fusion mechanism dynamically integrates visual we…
Preprint🇺🇸 USAarXiv2026#AI × ESG
A Stackelberg-Bayesian Capacity-Market Game of Carbon Regulation and Second-Life Battery Investment under AI Data-Center Load Growth
Rouzbeh Haghighi, Ali Hassan, Sina Mohammadi +2
This study models AI data-center load growth in a three-level Stackelberg-Bayesian game among regulator, ISO, and investors. It quantifies how carbon taxes and subsidies for renewables and second-life batteries reshape investment mix, emiss…
🇨🇳 ChinaDatasetScience Data Bank2026#AI × ESGDOI
The IRPVS dataset
Chuanzhu Sun, Weiguang Zhang, Leixiang Peng +6
IRPVS is the first public dataset providing pixel-level instance segmentation masks for process-specific industrial soiling on rooftop PV systems. It includes 8,012 UAV images from an industrial park in China, annotated with three contamina…
Peer-reviewedJournalVDI Berichte2022#AI × ESGDOI
Material Tracking based Soft Sensor for Greenhouse Gas Emission Monitoring in Process Industries
Song C.
This paper proposes a material tracking-based soft sensor for real-time greenhouse gas emission monitoring in process industries. By leveraging AI techniques, it estimates emissions without relying on traditional hardware sensors, enabling …
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
The Future of Artificial Intelligence in Climate Control and Sustainable Development: An Assessment
Sukanta Sarkar Prankrishna Debnath
This paper provides an overview of AI applications in climate control and sustainable development, covering energy optimization, climate modeling, resource management, and smart urban infrastructure. It highlights AI's role in renewable ene…
Peer-reviewed🌍 GlobalJournalFrontiers in Environmental Science2026#AI × ESGDOI
Net sustainability assessment of AI-driven data centers in the GCC: an MCDA approach framework
Abdelrehim Awad, Bshair Alharthi, Hiyam Abdulrahim +5
This study proposes an MCDA framework to holistically assess AI-driven data centers in the GCC, comparing environmental impacts with dispersed AI sustainability benefits across sectors. Under business-as-usual, emissions rise substantially …
Preprint2026#AI × ESGDOI
ACCOUNTING AND ARTIFICIAL INTELLIGENCE
AHMAD, HARDAN
This book comprehensively explores how AI technologies (ML, NLP, RPA, generative AI) fundamentally transform accounting functions including financial reporting, auditing, taxation, and decision-making. It demonstrates that strategic integra…
Preprint🇺🇸 USA2026#AI × ESGDOI
TASR: A Trustworthy LLM-based Framework for TCFD-Aligned Sustainability Report Analysis
Huang, Bo, Yan, Yan, Lu, Jianan +1
This paper proposes TASR, a trustworthy LLM-based framework for TCFD-aligned sustainability report analysis. It integrates LLM-based scoring, benchmarking against third-party ESG ratings, and predictive modeling. Experiments on 100 U.S. oil…
PreprintCrossref2026#AI × ESGDOI
Corporate Governance, Fintech Adoption, and ESG Disclosure in Saudi Banks
Syed Quaid Ali Shah, Walid Cheffi, Muhammad Nurul Houqe +1
This study examines how corporate governance affects ESG disclosure in Saudi listed banks, with fintech adoption as a mediating channel. Using panel data from 2015-2024, it finds that stronger governance positively influences overall ESG di…
Preprint🌍 Globalhttps://www.preprints.org/manuscript/202606.1131/v12026#AI × ESGDOI
Corporate FinTech Adoption and ESG Disclosure in Saudi Arabia: A Textual Analysis for Sustainable Growth
Durga Prasad Samontaray, Randheer Kokku, Najeeb Muhammad Nasir +1
This study examines the relationship between corporate FinTech disclosure and ESG reporting among Saudi non-financial firms (2021-2024) using textual analysis. It finds a positive association, especially with environmental disclosure, sugge…
Preprint2026#AI × ESGDOI
Green Banking 5.0: An AI-Driven ESG and Climate Risk Framework for Sustainable Banking in India
Priya Ranjan
This study proposes a Green Banking 5.0 framework integrating AI analytics, ESG evaluation, climate-risk assessment, and carbon-conscious lending for sustainable banking in India. Using survey data from 120 customers and secondary sources, …
Preprint2026#AI × ESGDOI
Role of Artificial Intelligence in Promoting Green Lending and Sustainable Banking: A Conceptual Study
Poojary, Jyothi, Pathan, Afsha, Duste, Thaireem
This conceptual study explores how AI (ML, predictive analytics, NLP) can support banks in ESG risk assessment, identifying green investment opportunities, and ensuring compliance with sustainability frameworks. AI-enhanced credit scoring i…
Preprint🌍 GlobalCrossref2026#AI × ESGDOI
AI-driven Technological Innovation and Climate Finance as Catalysts for Green Growth in Africa’s Carbon-Intensive Economies
Kingsley Imandojemu, Samson Alika, Romanus Osabohien +4
This study analyzes the impact of AI patent activity and climate finance on inclusive green growth in five major African carbon-emitting economies (South Africa, Egypt, Algeria, Nigeria, Morocco) from 2010 to 2024. Using Bayesian fixed-effe…
PreprintResearch Square2026#AI × ESGDOI
AI-Driven Nanostructured Electrocatalysts for Efficient Green Hydrogen Production and Sustainable Fuel Generation
R N, R RS, D Sk +3
This paper proposes an AI-driven nanostructured electrocatalyst optimization framework (AINEOF) for efficient green hydrogen production. By combining Bayesian optimization with deep neural networks, it optimizes catalyst composition and mor…
PreprintSSRN#AI × ESG
Carbon Management Optimization for Marginalized Large ...
C Zhao
This paper proposes a carbon management optimization method using blockchain to enhance transparency and traceability of Scope 3 emissions, focusing on marginalized large-scale operators. It ensures tamper-proof data and improves reliabilit…
Peer-reviewedCNJournalInternational Review of Economics and Finance2026#AI × ESGDOI
Drivers or Barriers? A dynamic mutual analysis for Artificial intelligence technology and green finance market in China
Wang K.H.
This paper analyzes the dynamic mutual relationship between AI technology and the green finance market in China, examining whether AI acts as a driver or barrier to green finance development. Using dynamic models, it reveals the interaction…
Peer-reviewed🌍 GlobalJournalJournal of Intelligent Decision Making and Information Science2026#AI × ESGDOI
Intelligent Technologies for Blue Carbon Ecosystem Monitoring and Management: A Global Bibliometric Analysis of Emerging Digital Technologies and Future Research Directions
Cheryl O. Tayo
This bibliometric study analyzes global development of intelligent technologies for blue carbon ecosystem monitoring, using 7,054 Scopus publications (1971-2026) with Bibliometrix and VOSviewer. It reveals accelerated growth post-2010, them…