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-reviewedJournalBusiness Strategy and the Environment2026#AI × ESGDOI
Green Financing, Leverage, and Dividend Policy Dynamics: Evidence From a Causal Machine Learning and Bayesian Framework
Gyamfi B.A.
This paper uses causal machine learning and Bayesian methods to analyze the impact of green financing on corporate leverage and dividend policy. It estimates the causal effects of green bonds and sustainability-linked loans on firm financia…
Peer-reviewedJournalBuilding Research and Information2026#AI × ESGDOI
Expert-informed causal mapping of generative AI adoption for net-zero built environment: a paradox theory perspective
Van Tam N.
This paper maps the causal relationships of generative AI adoption for net-zero built environments using expert insights and paradox theory. It reveals complex interactions between opportunities and challenges, offering implications for pol…
Peer-reviewedCNJournalSustainability2026#AI × ESGDOI
An Improved AHP-Ridge Regression Hybrid Model for Consumer Trust Evaluation in Cross-Border B2C E-Commerce
Jing Song, Xiaoyu Xu, Qi Li +2
This study proposes an improved AHP-Ridge Regression hybrid model for evaluating consumer trust in cross-border B2C e-commerce, integrating expert knowledge with consumer data. Validated on 387 survey responses, it achieves better predictiv…
🌍 GlobalConferenceSPE Nigeria Annual International Conference and Exhibition2026#AI × ESGDOI
Automating ESG: A Blockchain Enabled Framework for Transparent Carbon Emission Tracking in Indigenous Oil Production
F. Kelechi, A. Aribisala
This paper proposes a blockchain-based (Hyperledger Fabric) automated system for tracking Scope 1 and 2 emissions in indigenous Nigerian oil and gas companies. It reduces manual reporting time by 75%, eliminates errors, and ensures IFRS S2-…
Peer-reviewedJournalPacific Accounting Review2026#AI × ESGDOI
Technology adoption and institutional influences on ESG reporting: an interpretive study of South Pacific Stock Exchange (SPX) listed companies
Sheikh Ali Tanzil, Kishor Chandra Meher
This qualitative study examines how Fijian listed companies navigate global ESG mandates and local institutional constraints, using managerial sensemaking. It reveals a 'digital decoupling' where firms use digital infrastructures as a symbo…
JournalCommunications in computer and information science2026#AI × ESGDOI
Automated ESG Classification by Using Natural Language Processing Techniques from Vietnamese Company Annual Reports
Thi Loan Bui, Oanh Thi Tran, Nguyen Thi Kim Oanh +2
This paper proposes an NLP-based method to automatically classify ESG-related information from Vietnamese corporate annual reports, aiming to streamline disclosure analysis and automate ESG assessment. It sits at the intersection of AI and …
Peer-reviewedCNJournalRemote Sensing2026#AI × ESGDOI
A Frequency-Domain Variable Dependency-Guided Transformer for Multivariate Greenhouse Gas Forecasting from TCCON Remote Sensing Observations
Shaofei Wang, Ruyi Wei, Yuqi Li +4
This study proposes ReDP-VT, a novel deep learning model for forecasting greenhouse gas concentrations using TCCON observations. It leverages frequency-domain inter-gas dependencies to guide Transformer self-attention, capturing dynamic rel…
Peer-reviewed🌍 GlobalJournalJournal of Risk and Financial Management2026#AI × ESGDOI
Climate Finance, Environmental Risk Accounting and Firm Value: A Comparative Study of Nigeria and South Africa
Michelle Doorasamy, O. Fapetu, Pelumi Abdulmalik Adewumi
Using panel data from Nigeria and South Africa (2010-2022), this study examines how climate finance (CF) and environmental risk accounting (ERA) affect firm value. Employing AI-powered textual analysis to measure climate financial exposure …
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#AI × ESGDOI
The impact of artificial intelligence on carbon emission intensity: evidence for an early-stage inverted U-shaped relationship
Shawn Wang
Using panel data from 266 Chinese cities (2011-2020), this study finds an inverted U-shaped relationship between AI development and urban carbon emission intensity (CEI): AI initially increases CEI but reduces it after a turning point. By 2…
JournalModern Computing2026#AI × ESGDOI
AI for Cloud Resource Management for Net Zero Carbon Emissions
Umesh Ganesh Iyer, Sukhpal Singh Gill
This paper explores how AI-driven cloud resource management can contribute to net-zero carbon emission goals. It proposes methods to optimize energy consumption and reduce carbon emissions through AI, enhancing sustainability of cloud data …
JournalSPE Nigeria Annual International Conference and Exhibition2026#AI × ESGDOI
Iot-Based Carbon Footprint Monitoring and Reduction Platform for Urban Homes
Sunday Idowu
An IoT platform using ESP32 and PZEM-004T sensors monitors household electricity usage and CO2 emissions in real time. Tested with 100W incandescent and LED bulbs, it achieved <3% error and <2s response time. CO2 is calculated using an emis…
JournalSPE Nigeria Annual International Conference and Exhibition2026#AI × ESGDOI
Optimization of Biogas Steam Reforming Toward Low Carbon Hydrogen Production Using Integrated Artificial Neural Network and Genetic Algorithm
I. P. Okwuosa, O. J. Odejobi
This study optimizes biogas steam reforming for low-carbon hydrogen production using ANN integrated with GA. The ANN was trained on Aspen HYSYS simulation data, and GA optimized operating conditions to achieve a hydrogen mole fraction of 0.…
Peer-reviewedConferenceSPE Nigeria Annual International Conference and Exhibition2026#AI × ESGDOI
Data-Driven Greenhouse Gas (GHG) Accounting Software for Nigeria's Oil and Gas Sector
E. P. Egbe, E. O. Diemuodeke, E. G. Udonkwo +1
This paper develops a data-driven GHG accounting software for Nigeria's oil and gas sector, automating Scope 1 and 2 emissions estimation based on the API Compendium. It addresses manual, fragmented practices by integrating operational and …
PreprintZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
Smart Plantation Strategies for Pollution Mitigation and Climate Resilience: A Review of Emerging Technologies and Nature-Based Solutions
Kashaf
This review outlines smart plantation as a nature-based solution integrating strategic vegetation placement with digital technologies (AI, sensors, remote sensing) to reduce air pollutants, store carbon, and improve urban microclimates. It …
🇪🇺 EuropeJournalCESifo2026#AI × ESGDOI
Unpacking the Distributional Implications of the Energy Crisis: Lessons from the Iberian Electricity Market
Natalia Fabra, Clément Leblanc, Mateus Souza
This study quantifies the distributional impacts of the Iberian solution, a wholesale electricity market intervention in Spain and Portugal during the 2021-2023 European energy crisis, using machine learning and market simulations. The cris…
Peer-reviewedJournalMathematics2026#AI × ESGDOI
An Adjustable Robust Approach for ESG-Aware Portfolio Optimization Under Decision-Dependent Return Uncertainty
Futi Liu, Zian Zhao
This paper addresses ESG-aware portfolio optimization under decision-dependent return uncertainty. It constructs a joint polyhedral uncertainty set and formulates a two-stage robust optimization with CVaR constraints, solved via column-and-…
Peer-reviewedJournalEKUITAS (Jurnal Ekonomi dan Keuangan)2026#AI × ESGDOI
CYBER-AUDITING THE FUTURE: HOW CONCEPTUAL FOUNDATION OF DIGITAL ASSURANCE REDEFINES RISK, ACCOUNTABILITY, AND TRANSPARENCY IN MULTINATIONAL FIRMS
Idham Idham, Chusnul Rofiah
This study examines how cyber-auditing and the conceptual foundation of digital assurance redefine auditors' roles in multinational firms. Using a systematic literature review, it finds that integrating AI and data analytics into audit prac…
Peer-reviewedCNJournalChina Accounting and Finance Review2026#AI × ESGDOI
Exposure to water risk and firm valuation: evidence from geographic proximity to cancer villages
Yingwen Guo, Miao He, Weiyin Zhang
This study examines the impact of geographic proximity to cancer villages on firm valuation using Chinese listed firms from 2004 to 2022. A one-standard-deviation increase in proximity reduces Tobin's Q by about 1.7%, driven by higher compl…
Peer-reviewedJournalSustainability2026#AI × ESGDOI
Sustainable Autoclaved Aerated Concrete Production Strategies Using a Hybrid Discrete-Event Simulation and Machine-Learning Surrogate Framework
S. Amoo, Ali Attajer, Ismahen Zaid +1
This study develops an optimization framework for sustainable AAC production using discrete-event simulation and machine-learning surrogates. It generates 116,640 production scenarios and trains ML models to predict CO2e emissions, cost, an…
ConferenceSPE/IADC Asia Pacific Drilling Technology Conference and Exhibition2026#AI × ESGDOI
Carbon Integrity Intelligence: An AI-Driven Framework for Dynamic Regional Governance and High-Fidelity CCUS Operations
K. Sonawane, P. Saini, U. Biradar +3
This paper proposes an AI-driven integrated digital framework for CCUS to enhance containment assurance and carbon credit credibility. It integrates multi-modal data (DAS/DTS, microseismic, satellite) and uses anomaly detection, Bayesian in…