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 421–440 of 4285 papers

Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#AI × ESGDOI

Nonlinear pathways to climate sustainability: the role of digital technologies, clean energy, and structural change

Shangjie Liu, Agyemang Kwasi Sampene, Hazrat Hassan

This study analyzes nonlinear effects of digital technologies, clean energy transition, and industrial upgrading on climate change in five major robot-adopting economies (China, Japan, Germany, US, South Korea) using a multilayer neural net…

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Peer-reviewed🌍 GlobalJournalFrontiers in Environmental Economics2026#scope4DOI

Accounting and allocation of avoided environmental impact—Integrating scope 4 in sustainability reporting and investment analysis

Marcus Gustafsson, Karin Eriksson, Vilma Håkansson +1

This paper proposes a methodology to integrate scope 4 (avoided environmental impact) into investment analysis to facilitate capital allocation toward renewable technologies. Using wind and solar power as examples, it quantifies scope 1-3 a…

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Peer-reviewed🌍 GlobalJournalJournal of Applied Business and Economics2026#Disclosure InfrastructureDOI

Bridging the Gap in Sustainability Reporting Standards: An Applied Extension of “A Systematic Comparison of Sustainability Reporting Standards”

Vincent Gagné, Vicky Therrien

This brief offers a practical framework for selecting and implementing sustainability reporting standards (GRI, IR, SASB) based on five factors: primary stakeholders, legitimacy/transparency, industry expectations, regulatory context, and i…

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Peer-reviewed🇪🇺 EuropeJournalOcean & Coastal Management2026#Energy TransitionDOI

Assessing barriers to e-methanol adoption for maritime decarbonization

Javier Escrivá Asensio, Mariel Ribelles Beltrán, Jasmine Siu Lee Lam +2

This study evaluates barriers to e-methanol adoption in container shipping using TOPSIS-based MCDA. Economic barriers (insufficient market-based incentives, carbon pricing, high fuel price) rank highest, followed by technological barriers i…

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Peer-reviewed🌍 GlobalJournalFrontiers in Chemical Engineering2026#CCUSDOI

CO2 as a sustainable carbon synthon for advanced chemical manufacturing

Yashika Raheja, Pallavi Gupta, Saurabh Singh +7

This review surveys recent advances in carbon capture and utilization (CCU), positioning CO2 as a renewable C1 feedstock for producing chemicals, fuels, polymers, and advanced materials. It examines catalytic, electrochemical, photochemical…

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Peer-reviewed🌍 GlobalJournalEngineering Applications of Artificial Intelligence2026#CCUSDOI

From digital rock to geological carbon storage decisions: Time-Resolved carbon dioxide saturation prediction with deep ensembles

Hung Vo Thanh, Baehyun Min

This paper proposes a deep ensemble approach using digital rock images to predict time-resolved CO2 saturation in geological carbon storage. By quantifying uncertainty, it enhances reservoir behavior prediction and decision-making, improvin…

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Peer-reviewed🇨🇳 ChinaJournalEnergy Sources Part B Economics Planning and Policy2026#Energy TransitionDOI

Evolution of cooperation and defection in new energy vehicle supply chains under carbon price fluctuations and carbon quota constraints

Qiang Xiao, Kai Yan, Chunxu Yang

This paper uses evolutionary game theory to analyze how carbon price fluctuations and carbon quota constraints affect cooperation and defection among firms in new energy vehicle (NEV) supply chains. It reveals how carbon pricing and quota s…

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Preprint🌍 GlobalarXiv (Cornell University)2026#AI × ESGDOI

Toward Explainable and Policy-Aware AI for Carbon Credit Price Prediction: A Research Framework for Emerging Carbon Markets

Summaiya Unnisa Begum, Mohammed Nadeem Ullah, Mohammed Abdul Ghani Khan

Carbon price forecasting is hard; existing work clusters on EU/China, compresses policy text into sentiment, and lacks calibration or explanation stability. This paper distills ten gaps into an impact-feasibility matrix and proposes EPA-Car…

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Peer-reviewed🇨🇳 ChinaJournalEnvironmental Research2026#Energy TransitionDOI

Low-carbon ternary precursor alkali-activated road subbase materials derived from industrial solid wastes: Synergistic utilization of red mud, molybdenum tailings and iron tailings

Jun Li, Xueyu Wei, Jinheng Li +1

This study develops low-carbon alkali-activated road subbase materials by synergistically utilizing industrial solid wastes such as red mud, molybdenum tailings, and iron tailings. The proposed materials offer an environmentally friendly al…

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