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.
DatasetFigshare2026#AI × ESGDOI
<b>Reproducibility-driven variable screening for carbon price forecasting: the SCOPE framework</b>
Shaohuai Feng
This repository provides supplementary data for the manuscript on the SCOPE framework, a reproducibility-driven variable screening method for carbon price forecasting. It includes raw and processed data, additional analyses, supplementary f…
🇪🇺 EuropeDatasetZenodo2026#AI × ESGDOI
Replication data and code for 'Disclosure quality under regulatory simplification: evidence from CSRD reports before and after the Omnibus'
Anonymous
Replication data for a two-period study of CSRD disclosure quality around the 2026 Omnibus scope reduction, covering 188 EU firms and 376 reports coded with a frozen LLM prompt on a ten-dimension instrument. Includes validation outputs (hum…
Peer-reviewedJournalDiscover Sustainability2026#AI × ESGDOI
Enhancing green finance and green performance through AI and corporate social responsibility
H. T. Dinh, Hà Thị Thu Bùi, H. Nguyen +3
Using survey data from 853 hotel employees in Vietnam, this study employs PLS-SEM to examine how AI and CSR influence employee green behavior (EGB), green finance (GF), and green performance (GP). Findings show AI positively impacts GF and …
Peer-reviewedJournalGlobal academic journal of economics and business2026#AI × ESGDOI
AI-Driven Optimization of Green Hydrogen Production Networks for Saudi Arabia's Industrial Cities Under Vision 2030
Mohamed Vajeebu Mohamed Hussain Pareeth
This review proposes an AI-driven optimization framework for green hydrogen production networks in Saudi industrial cities (NEOM, Yanbu, Jubail, etc.). It integrates machine learning, digital twins, stochastic optimization, and explainable …
Peer-reviewedCNJournalInternational Journal of Banking and Finance2026#AI × ESGDOI
UNRAVELLING THE INTERPLAY BETWEEN ESG-LINKED EXECUTIVE COMPENSATION, BOARD CLIMATE OVERSIGHT, AND CARBON DISCLOSURE
Liu Na, Wan Nordin Wan‐Hussin, Chin Sok Fun
This study examines whether ESG-linked executive compensation influences carbon disclosure quality in China's A-share listed firms, and whether board climate oversight mediates this relationship. Using panel data from 2021-2023, it finds th…
Peer-reviewed🇺🇸 USAJournalBehaviour and Information Technology2026#AI × ESGDOI
Tech for good? evaluating the ESG outcomes of AI-related disclosure in U.S. firms
Luana Serino, Manlio Del Giudice, Francesco Campanella +1
This study empirically examines the impact of AI-related disclosure on ESG outcomes in U.S. firms. It investigates whether AI adoption and disclosure are associated with improved ESG performance, contributing to the emerging literature on A…
JournalLecture notes in networks and systems2026#AI × ESGDOI
AI/ML-Driven Kubernetes Scheduling for Energy Efficiency and Carbon Footprint Reduction: A Comprehensive Review
Sanjana Kewalramani, Sharvari Nimje, Tanishq Rajpuria +2
This review systematically organizes research applying AI/ML to Kubernetes scheduling for improving energy efficiency and reducing carbon emissions. It shows that ML-based workload placement optimization can effectively reduce data center e…
Peer-reviewedJournalGenetics and Molecular Research2026#AI × ESGDOI
GEOSPATIAL TECHNIQUES FOR ASSESSING CARBON SEQUESTRATION IN MANGO ORCHARDS
T. Sindhu, Dr. K. Sivakumar, Dr. D. Jayanthi +2
This review examines geospatial technologies (GIS, remote sensing, UAV, LiDAR) combined with machine learning for carbon stock estimation in mango orchards. Integration of satellite imagery and ML models (Random Forest, SVM, ANN) improves p…
Peer-reviewed🇨🇳 ChinaJournalACS ES&T Water2026#AI × ESGDOI
Risk-Aware,Low-Carbon Operating Windows for PharmaceuticalWastewater Treatment via Uncertainty-Aware Bayesian Optimization
Jian-yun Lu, Qing-Yi Liu, Yu-Qi Wang +5
This study develops a Bayesian multiobjective optimization framework with Gaussian process surrogates and uncertainty-aware search to map trade-offs in pharmaceutical wastewater treatment. Optimized operating windows improve removal efficie…
Peer-reviewed🇨🇳 ChinaJournalProcesses2026#AI × ESGDOI
Deep Projected Gradient Network to Accelerate Low-Carbon Economic Dispatch Considering Energy Storage
Qian Ma, Chunxiao Liu, Kui Huang +6
This paper proposes D-PGNet, a deep projected gradient network that accelerates low-carbon economic dispatch with energy storage and carbon trading costs. It embeds physical constraints as differentiable projection layers, achieving optimal…
Peer-reviewed🇨🇳 ChinaJournalBusiness Strategy and the Environment2026#AI × ESGDOI
The Effect of Low‐Carbon Transition Strategy Disclosure on Analyst Following: The Moderating Role of Managerial Myopia
Le Sun, Jia Liu, Kuanhou Tian
Using Chinese A-share listed firms from 2008-2024, this study finds that low-carbon transition strategy disclosure increases analyst following. The effect is driven by enhanced investor relations and richer information environment, but mana…
JournalInkubis Jurnal Ekonomi dan Bisnis2026#AI × ESGDOI
Financial Reporting Integrity in the Digital and Sustainability Era: A Systematic Literature Review on Governance, ESG, and Technological Transparency
Winda Wulandari, Sri Widyastuti, Harnovinsah Harnovinsah +1
This systematic literature review reconceptualizes financial reporting integrity as a socio-technical governance phenomenon shaped by governance accountability, sustainability legitimacy, and technological transparency. Analyzing 28 Scopus …
Peer-reviewed🌍 GlobalJournalBusiness Strategy and the Environment2026#AI × ESGDOI
Do Banks in the Middle East and North Africa Region Price Carbon Exposure?
Yaacob Ibrahim, Khaled Hussainey, Taghred Mokhtar Sayed Moawad
This study examines whether carbon exposure affects corporate borrowing costs in the MENA region using a panel of 771 firm-year observations from 2016 to 2023. Combining fixed effects, IV, GMM, quantile regression, and machine learning, it …
Preprint🇪🇺 EuropePreprints.org2026#AI × ESGDOI
Modeling Sustainable Market Volatility and Sectoral Decoupling Through FinBERT-Based Narrative Analysis
Cristian Valentin Hapenciuc, Daniela Mihaela NEAMTU, Teodora Cajvan +1
This study applies FinBERT to financial news text to analyze the impact of ESG narratives on market volatility. Focusing on tech, energy, and banking sectors in Eastern Europe, it finds signs of a 'regime shift' where ESG transitions from a…
Peer-reviewed🇪🇺 EuropeJournalEconomic Modelling2026#AI × ESGDOI
Is the energy transition impacting the Eurozone sovereign credit risk? Evidence from Machine Learning
D. Barro, A. Basso, M. Corazza +1
This study uses machine learning to analyze the impact of the energy transition on Eurozone sovereign credit risk. It evaluates how the shift to renewable energy affects government bond yields and CDS spreads, offering insights into the imp…
Peer-reviewed🇪🇺 EuropeJournalJournal of Emerging Perspectives2026#AI × ESGDOI
Agrivoltaics and artificial intelligence. New geographies of power
Simona Epasto, Maria Lúcia, Masiel Melissa Pereira
This paper examines AI integration in agrivoltaic systems, focusing on socio-territorial implications for rural landscapes. Through case studies including the European SYMBIOSYST project and GIS/UAV geospatial monitoring, it analyzes how pr…
PreprintResearch Square2026#AI × ESGDOI
Quantum Intelligence (QI)-Driven Cross-Level Environmental Monitoring and Governance: Case Studies of Semiconductor Process Emissions, Industrial Wastewater, Urban PM2.5, and Carbon Inventory in Energy Management
Ke W
This paper frames environmental monitoring as collaborative governance infrastructure under ESG and net-zero policies, and explores how 'Quantum Intelligence (QI)'—combining quantum optimization and quantum machine learning—can reshape the …
PreprintSSRN2025#AI × ESG
Unlocking New Possibilities for Carbon Tracking and Waste Reduction
(著者不明)
This paper demonstrates that integrating IoT and BI platforms improves Scope 3 emissions reporting accuracy by 40% in logistics. It emphasizes data unification from a governance perspective, offering new possibilities for carbon tracking an…
Peer-reviewed🌍 GlobalJournalSustainability2026#AI × ESGDOI
Applications of AI-Driven Practice in Road Freight Transport Decarbonisation: A Quantitative Systematic Literature Review
Minyou Qing, Suhaiza Zailani
This review systematically analyzes the application of AI-driven practices in road freight transport (RFT) decarbonization. Following the SPAR-4-SLR protocol, 227 articles were reviewed using bibliometric analysis and science mapping. Publi…
ConferenceIEEE International Conference on Fuzzy Systems2026#AI × ESGDOI
Fuzzy Logic-Driven Reward Optimization for Deep Reinforcement Learning in Carbon Emission Trading
Seyed Ali Hosseini, Francesco Grimaccia, A. Niccolai
This paper introduces fuzzy logic into reward design for deep reinforcement learning agents in carbon emission trading (ETS), aiming to optimize trading strategies. Fuzzy rewards improve decision-making under uncertainty, balancing emission…