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.

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Showing 901–920 of 37113 papers

Peer-reviewed🌍 GlobalJournalEngineering Applications of Artificial Intelligence2026#OtherDOI

Artificial-intelligence-assisted inverse design of low-carbon concrete under carbonation constraints

Lenganji Simwanda, Paul Oluwaseun Awoyera, Adewumi John Babafemi

An AI-assisted inverse-design workflow for supplementary-cementitious-material concrete, combining Optuna-tuned neural networks, split conformal prediction, continuous-treatment forests, and multi-objective search across strength, embodied …

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🇨🇳 ChinaDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI

Replication archive: Embodied CO2 in China–EU trade and early responses to the EU Carbon Border Adjustment Mechanism

Bingyang Wu, Qiuju Cao, Jiao Dai +1

This replication archive reproduces a study of CO2 embodied in China–EU27 trade (2011–2022) using EXIOBASE multi-regional input–output modeling, estimates China's CBAM certificate costs for 2026–2034, and tests shifts in EU import origins a…

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Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Carbon PricingDOI

Allocation Rules Gate Carbon-Price Thresholds in Park-Level Source–Grid–Load–Storage Systems: Institutional Trade-Offs in Six Chinese Provincial Reform Scenarios

Cong Xu, Xinwei Gao

Using an exact MILP dispatch model of a park-level source–grid–load–storage system across six Chinese provincial reform scenarios, the paper shows emissions respond to carbon prices in thresholds, not linearly. Three institutional gates—all…

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Peer-reviewed🇨🇳 ChinaJournalApplied Spatial Analysis and Policy2026#Energy TransitionDOI

Spatial Patterns and Associated Factors of Carbon Emissions from Container Shipping Routes between Countries: in the Context of the U.S.–China Trade War

Zhaopei Tang, Liehui Wang

This study examines the spatial patterns of carbon emissions from container shipping routes between countries and the factors associated with them, in the context of the U.S.–China trade war. No abstract is available, but the work appears t…

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Peer-reviewedJournalJournal of Educational and Social Research2026#ESGDOI

A Method-Derived Framework for Evidence-Based Sustainability Reporting Education: Environmental Materiality, ESG Literacy and Colombian Manufacturing

Katya Margarita Méndez-Maldonado, Flor Nancy Díaz-Piraquive

Triangulating GRI-coded corporate disclosures with sector-level waste, water and environmental-investment statistics for Colombian manufacturing, the study finds strong structural alignment for water disclosure, partial alignment for waste …

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JournalAdvances in computational intelligence and robotics book series2026#AI × ESGDOI

AI-Driven Detection of Greenwashing in ESG Reporting Using NLP and Machine Learning

N. Sathyanarayana, G. Srividhya, Laxmana Rao Goranta +2

A conceptual chapter on using NLP and machine learning to detect greenwashing in ESG reporting. It reviews textual classification, claim verification and assurance literature, then proposes a seven-layer framework spanning document acquisit…

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JournalAdvances in computational intelligence and robotics book series2026#AI × ESGDOI

AI-Based Risk Assessment in Forensic Accounting and ESG Reporting

Mehak Jonjua

This study examines how integrating AI into forensic accounting and ESG reporting can improve fraud detection accuracy and the reliability and completeness of sustainability disclosures. Using institutional, dual-process, and explainability…

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JournalAdvances in computational intelligence and robotics book series2026#AI × ESGDOI

Artificial Intelligence, ESG Reporting, and Corporate Accountability

Gazala Sharif -, Insha Hamid

This chapter examines how machine learning, NLP, predictive analytics, blockchain, and RPA can be integrated into forensic accounting to detect ESG fraud such as greenwashing and carbon misreporting. It proposes an AI-Enabled Sustainable Fo…

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JournalIGI Global eBooks2026#Disclosure InfrastructureDOI

Assurance of ESG/Sustainability Reporting and Other Non-Financial Disclosures

Arivuselvee Vellore Jayaraman, V. Thulasi, V. Balasubramaniyan +1

This chapter examines independent assurance as a mechanism to enhance the credibility and comparability of ESG and non-financial disclosures. It reviews the theoretical foundations of ESG assurance, the main assurance standards, the profile…

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