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-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
A* Search-Based Graph Optimization for Carbon Emission Reduction in Hong Kong transportation
Jason Chen
This study proposes an optimization framework to reduce greenhouse gas emissions in Hong Kong's logistics and transport network. It models 18 administrative districts as a dynamic topological graph and integrates real-time traffic, terrain,…
Preprint🌍 GlobalResearch Square2026#AI × ESGDOI
Voluntary climate pledges widen what firms measure, not what they abate
Pothin F
Using staggered difference-in-differences on SBTi and CDP data (2015-2023), this study finds that pledging firms expand their measurement boundary: within four years they report 2.5 more Scope 3 categories, lifting reported Scope 3 emission…
PreprintResearch Square2026#AI × ESGDOI
False-Alarm-Controlled Evaluation of Gas Indices and Deep Learning for Early Detection of Coal Spontaneous Combustion
CINAR U
Proposes a false-alarm-controlled protocol to fairly compare gas indices and deep learning for early detection of coal spontaneous combustion. In simulation and field data from three mines, Graham's index fails to detect fires at false-alar…
Peer-reviewed🌍 GlobalJournalFuture Internet2026#AI × ESGDOI
Cybernetic Governance for Renewable Energy Systems Using Blockchain: A Framework for Trustworthy Impact Monitoring
J. Taborda, Cesar Enrique Polo Castro, Alexander Armando Bustamante +1
This paper proposes a cybernetic governance framework integrating blockchain, IoT, and LCA for trustworthy monitoring of renewable energy impacts. Implemented in Colombia's wind and solar projects, it achieved high performance and participa…
Peer-reviewedJournalEuropean Journal of Statistics2026#AI × ESGDOI
Integrating Density-Based Clustering and Sentiment Analysis for Portfolio Optimization: An Empirical Study on IDX ESG Leaders
Fausania Hibatullah, Rico Dwi Firmansyah, D. Kusrini
This study proposes a portfolio optimization framework integrating FinBERT-based sentiment analysis and DBSCAN clustering for IDX ESG Leaders stocks. Empirical results show that sentiment-informed clustering improves risk-adjusted performan…
Peer-reviewedJournalAdvances in Economics & Financial Studies2026#AI × ESGDOI
Digital ESG Leadership: The Impact of Technology-Based Leadership on ESG Implementation in Indonesian Technology Companies
I. Ferdiyansyah, R. Masman
This study analyzes the relationship between Digital ESG Leadership (DEL) and ESG disclosure quality, strategic integration, and performance in eight Indonesian technology companies (39 firm-years, 2019-2024). Using dictionary-based scoring…
Peer-reviewed🌍 GlobalJournalInternational Journal of Advanced Research in Science, Communication and Technology2026#AI × ESGDOI
Green FinTech and Climate Finance: An Economic Perspective on Digital Financial Innovation for Sustainable Development
Fnu Aishwariya Kannan R. Uma, Nandini Jagannarayan
This review examines the latest literature on Green FinTech from an economic perspective. It discusses how digital technologies such as AI, blockchain, and big data contribute to environmental risk assessment, carbon market transparency, an…
Peer-reviewedJournalMathematics2026#AI × ESGDOI
Dual-Hash Blockchain Architecture for Automated Carbon Auditing with Enhanced Privacy Protection
Cheng Qian, Fan Yang, Yu-Zhou Jiang +1
This paper proposes a tri-layer hybrid blockchain architecture for automated carbon auditing in urban transit networks, combining MySQL, IPFS, and Hyperledger Fabric. A smart contract pipeline autonomously verifies hash consistency and emis…
Peer-reviewedCNJournalTransformations In Business & Economics2026#AI × ESGDOI
Can enterprise digital transformation reduce carbon emissions? Evidence from listed industrial enterprises in China
Yu Hu, Xiaofang Chen, Xin Chen +1
This paper empirically analyzes the impact of digital transformation (DX) on corporate carbon emission reduction using panel data from Chinese A-share listed industrial enterprises from 2010-2021. It finds that production efficiency improve…
Peer-reviewed🌍 GlobalJournalEnergy & Environment2026#AI × ESGDOI
Empowering sustainability: The role of FinTech and institutional quality in shaping sustainable finance for environmental and social change
Sabeeh Ullah, Md. Shabbir Alam
This study empirically examines the interrelationship among FinTech, institutional quality, and sustainable finance (SFI) in G20 economies using panel data from 2004-2023. FinTech enhances SFI, but its impact is moderated by institutional q…
Peer-reviewedCNJournalWater Research2026#AI × ESGDOI
Integrating LLM-based agents with uncertainty-aware optimization for water-energy-carbon nexus management in irrigation districts.
Lei Yu, Zhikai Li, Kai Huang +6
This study develops an LLM-agent-driven optimization framework for water-energy-carbon (WEC) nexus management in irrigation districts. It uses three sequential agents (task analysis, algorithm execution, result analysis) to automate parsing…
Peer-reviewed🌍 GlobalJournalEast African Journal of Business and Economics2026#AI × ESGDOI
Beyond Sustainability Narratives: A Forensic Algorithm for Verifying Governance and Environmental Data Integrity under IFRS S1 and IFRS S2
Gikonyo Ndugu
This paper develops and demonstrates a forensic assurance algorithm to verify transaction-level evidence for IFRS S1/S2 disclosures. It proposes an adjusted Herfindahl-Hirschman Index with a gender-parity baseline and a five-tier Data Quali…
Peer-reviewed🌍 GlobalJournalFrontiers in Computer Science2026#AI × ESGDOI
A Q-learning-assisted self-healing wireless sensor network for industrial carbon capture monitoring: a controlled HIL study
Abed Saif Ahmed Alghawli, Ali Raza, Suzan Hassan Bakhit +2
This study proposes a Q-learning-based routing and fault-recovery framework for CCS monitoring WSNs, integrating energy awareness. Evaluated on a 50-node HIL testbed, it reduced latency by 53.6%, improved recovery time by 65.9%, achieved 99…
Preprint🇺🇸 USAarXiv (Cornell University)2026#AI × ESGDOI
Toward Equitable Low-Carbon Mobility: Fairness-Aware Demand Prediction for Expanding Bike-Sharing Systems
Man Luo, Yixuan Zhao
Bike-sharing is key for low-carbon urban mobility, but expansion faces cold-start prediction and equitable allocation challenges. FairGIN, a fairness-aware GNN, integrates expansion-simulated training, attention-based knowledge transfer, an…
Peer-reviewed🇨🇳 ChinaJournalEngineering Applications of Artificial Intelligence2026#AI × ESGDOI
Generative artificial intelligence for automation design of low-carbon high-ductility engineered cementitious composites
Ren-Jie Wu, Hesong Jin, Boyang Liu +6
This paper proposes a generative AI approach to automate the mix design of low-carbon, high-ductility engineered cementitious composites (ECC). The AI optimizes material performance and carbon emissions, contributing to decarbonization in c…
Peer-reviewedJournalFrontiers in Built Environment2026#AI × ESGDOI
Artificial intelligence for climate-resilient green buildings: an integrated conceptual framework of AI-driven sustainability indicators
Osama Omar
This study systematically reviews the role of AI in climate-resilient green buildings, identifying six key sustainability indicators: energy efficiency, renewable energy integration, carbon footprint reduction, water management, indoor envi…
DatasetZenodo2026#AI × ESGDOI
Replication data and code for: Artificial Intelligence for Net-Zero Construction (Frontiers in Sustainability)
Sornoza Parrales, Diego, Pincay Pilay, Mercedes Marcela, Castro Chilán, Dayana Michelle +1
This repository provides the analytical corpus and R replication script for a bibliometric review of AI for net-zero construction in the AEC industry. It includes 517 documents from Scopus and Web of Science, with thematic mapping and evolu…
Peer-reviewed🇨🇳 ChinaJournalJournal of Materials Informatics2026#AI × ESGDOI
Data-driven design of high-abundance rare earth permanent magnets for low-carbon and resource-efficient production
Yuxuan Wu, Qianqian Wang, Qihan Zhang +6
This study develops a data-driven framework for sustainable design of rare-earth permanent magnets, using 346 experimental samples and MLP models to predict magnetic properties with high accuracy. SHAP analysis identifies Nd as key, and mul…
Peer-reviewed🇨🇳 ChinaJournalClimate Policy2026#AI × ESGDOI
Institutional compression in climate policy integration: coordinating green electricity certificates and carbon emissions trading in China
Yu Tian, Bangjun Wang
This study analyzes the integration of Green Electricity Certificates (GEC) and Carbon Emissions Trading (CET) in China using AI methods (BERTopic, cosine similarity, Bayesian ERGMs) on 1,137 policy documents. It finds rapid central discour…
🇪🇺 EuropeJournalCommunications in computer and information science2026#AI × ESGDOI
Artificial Intelligence for ESG Analysis: A Case Study on Institutional Reports from the Public Sector
Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano
This paper applies AI techniques to institutional reports from the public sector to extract and analyze ESG information. It demonstrates the potential and challenges of AI-driven ESG assessment, offering new perspectives on utilizing disclo…