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 2021–2040 of 4137 papers

Peer-reviewed🌍 GlobalConference2025 International Conference on Responsible Generative and Explainable AI Resgenxai 20252025#AI × ESGDOI

ESG Transparency in AI-Driven Value Chains: An Architecture for Monitoring and Reporting Key Indicators

Peixoto E.

This paper proposes an architecture for monitoring and reporting ESG indicators in AI-driven value chains. It automates data collection and analysis across the supply chain, facilitating stakeholder reporting. By leveraging AI, it enables m…

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Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Renewable EnergyDOI

Gateway to Environmental Sustainability: Energy Related Risk, Institutional Quality, and Renewable Energy Transition Toward <scp>SDGs</scp> 7, 13, and 16 in the <scp>G7</scp> Economies

Youxia Tong, Samuel Duku Yeboah, Michael Provide Fumey

This study uses 1996-2023 data from G7 economies to examine whether institutional quality protects against energy-related risks and promotes renewable energy adoption. Using quantile-on-quantile regression, it finds heterogeneous effects: J…

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Peer-reviewed🇨🇳 ChinaJournalJournal of Cleaner Production2026#Renewable EnergyDOI

Global wind and solar energy sustainable development potential and regional joint optimization assessment under Climate Change

Yunchao Zhuang, Kui Xu, Lingling Bin +4

This study evaluates global wind and solar energy sustainable development potential under climate change scenarios and explores regional joint optimization. It provides insights for renewable energy deployment planning and climate adaptatio…

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🇨🇳 ChinaJournalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI

Supplemental Materials for Machine-Learning-Assisted Bayesian Optimization and Trial Validation of Low-Carbon Concrete Mixtures

Shuai Li, Pei Yu, Z J Yang +1

This supplement accompanies research applying machine learning (XGBoost, Bayesian optimization) to low-carbon concrete mix design. It includes material-stage emission factors, optimized hyperparameters, minimum-embodied-carbon candidate mix…

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🇺🇸 USAJournalFigshare2026#PolicyDOI

Buy Clean Indicators

Brook Waldman, Jordan Palmeri, Kathrina Simonen +1

This paper proposes a theory of change for Buy Clean policies, linking interventions (e.g., EPD requirements) to outcomes like reduced embodied carbon and low-carbon market creation, and offers indicators for evaluating policy effectiveness…

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Peer-reviewed🌍 GlobalJournalInternational Journal of Research in Agronomy2026#AI × ESGDOI

AI-Driven Regenerative Agriculture for Climate Resilience: A Review

Ummesara ., Chaitanya Kumar Sahu, R Ranjith +5

This review integrates trends in AI-enabled regenerative agriculture (RA) to promote climate resilience. AI tools (ML, remote sensing, IoT) enable dynamic monitoring of soil/crop health, carbon accounting, and adaptive farm management, acce…

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Peer-reviewed🌍 GlobalJournalInternational Journal for Research in Applied Science and Engineering Technology2026#AI × ESGDOI

The Role of Artificial Intelligence in Advancing ESG Integration and Sustainable Finance: A Secondary Data Analysis

D. R, Santhosh Kumar A G

This secondary data analysis (2020-2025 sources including Bloomberg, MSCI, World Bank) examines AI's role in ESG integration and sustainable finance. It finds that NLP and ML improve ESG data coverage by up to 40% and enhance climate risk p…

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Peer-reviewed🌍 GlobalJournalInternational Journal of Academic and Industrial Research Innovations(IJAIRI)2026#AI × ESGDOI

Deep Hedging with Generative Market Models for Climate-Aware Portfolio Risk and Financial Resilience

Murali Krishna Pasupuleti

This paper proposes the Generative Climate-Aware Deep Hedging (G-CADH) framework, which combines deep hedging with generative market models to manage portfolio risk and financial resilience under climate change. It integrates a conditional …

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