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-reviewedJournalChemical Papers2026#Renewable EnergyDOI
AI-enabled renewable energy systems: optimization, forecasting, grid stability, and decarbonization—a critical review
Shivam P. Chaudhary, Ritesh Dixit, V. Sandeep +6
A critical review of AI applications across renewable energy systems, covering optimization, generation forecasting, grid stability, and decarbonization. It synthesizes how machine learning and deep learning improve renewable integration an…
Peer-reviewedJournalSustainable Production and Consumption2026#AI × ESGDOI
Human-auditable AI for sustainability assessment in production and consumption systems: Circularity and decarbonization evidence from World Bank project portfolios
Shuai Lu, Qiangqiang Tao, Li Wang +4
Proposes a human-auditable AI approach for sustainability assessment of production and consumption systems. Using World Bank project portfolios as evidence, it examines circularity and decarbonization outcomes. The emphasis on transparency …
Peer-reviewedJournalCase Studies on Transport Policy2026#Energy TransitionDOI
At-berth CO2 emissions at a Brazilian bulk-heavy multi-cargo port: Drivers, shore power potential and implications for port decarbonisation management
Darliane Ribeiro Cunha, Clóvis Bôsco Mendonça Oliveira, Vitor Renato Pereira Santos +1
This study analyzes drivers of at-berth CO2 emissions at a Brazilian bulk-heavy multi-cargo port and assesses shore power potential. It offers practical implications for port decarbonization management. Details are limited as no abstract wa…
Peer-reviewedJournalRenewable Energy2026#Energy TransitionDOI
Accelerating transport decarbonization through second-generation biofuels in Australia: A DSIT-informed statistical forecasting and scenario modelling framework
Sohail Abbas, Shameen Noor, Uzma Kashif +4
This paper presents a statistical forecasting and scenario modelling framework for scaling second-generation biofuels in Australian transport decarbonization. Informing scenarios with DSIT-related inputs, it quantifies adoption pathways und…
Peer-reviewedJournalCleaner Environmental Systems2026#Energy TransitionDOI
Life Cycle Assessment of leather manufacturing in Bangladesh: Environmental footprints, hotspots, and decarbonization pathways
Nahid Abedin Borshon, Amal Kanti Deb, Md Kauser Ali +1
A life cycle assessment of leather manufacturing in Bangladesh quantifying environmental footprints across the value chain. It identifies process-level emission hotspots and outlines decarbonization pathways. Useful for supply-chain emissio…
Peer-reviewedJournalSustainability Switzerland2025#Carbon AccountingDOI
Towards Credible and Comparable Accounting of Environmental Attributes: Applicability and Limitation on Non-Proportional Allocation as Mass Balance Model
Suzuki T.
This work examines how environmental attributes are allocated and accounted for across products. It assesses the applicability and limitations of non-proportional allocation within mass balance models, aiming for credible and comparable acc…
Peer-reviewedJournalEnergies2024#Carbon PricingDOI
Mutual Influences Among the Electricity Market, Carbon Emission Market, and Renewable Energy Certificate Market
Zou H.
This study analyzes how the electricity, carbon emission, and renewable energy certificate (REC) markets influence one another. It examines linkages between carbon prices, power prices, and certificate prices, exploring how carbon pricing a…
Peer-reviewedJournalEnergies2025#Carbon AccountingDOI
A Data-Driven Method for Deriving the Dynamic Characteristics of Marginal Carbon Emissions for Power Systems
Fang B.
A data-driven method to derive the dynamic characteristics of marginal emission factors (MEF) in power systems. It aims to refine time-varying emission factors reflecting the generation mix, supporting more accurate Scope 2 accounting and d…
Peer-reviewedCNJournalSustainability Switzerland2024#CCUSDOI
Investment Decisions of CCUS Projects in China Considering the Supply–Demand Relationship of CO2 from the Industry Symbiosis Perspective
Sun B.
This study analyzes investment decisions for CCUS projects in China, incorporating CO2 supply–demand relationships through an industrial symbiosis lens. It examines how matching CO2 sources and sinks affects project economics and investment…
Peer-reviewedJournalProcesses2025#CCUSDOI
Monte Carlo Sensitivity Analysis for a Carbon Capture, Utilization, and Storage Whole-Process System
Han Z.
This study applies Monte Carlo sensitivity analysis to a whole-process CCUS system spanning capture, transport, utilization, and storage. It quantifies how uncertain parameters drive overall cost and emission-reduction outcomes, offering a …
Peer-reviewedJournalEnvironmental Engineering Research2025#CCUSDOI
Life cycle GHG emissions reduction of an integrated CCUS system for combined heat and power plants
Yi S.
A life cycle assessment of an integrated CCUS system applied to combined heat and power (CHP) plants. It quantifies the GHG emissions reduction potential of adding carbon capture, utilization and storage to cogeneration. Though no abstract …
Peer-reviewedJournalProcesses2025#CCUSDOI
Machine Learning in Carbon Capture, Utilization, Storage, and Transportation: A Review of Applications in Greenhouse Gas Emissions Reduction
Du X.
A review surveying machine-learning applications across carbon capture, utilization, storage, and CO2 transportation. It organizes ML use for process optimization, storage-site characterization, leak detection, and transport network efficie…
Peer-reviewedJournalSustainability Switzerland2025#CCUSDOI
Bridging the Gap: Multi-Stakeholder Perspectives on the Role of Carbon Capture and Storage (CCS)/Carbon Capture Utilization and Storage (CCUS) in Achieving Indonesia’s Net Zero Emissions
Rimbono R.
This study examines CCS/CCUS as a pathway to Indonesia's net-zero emissions through multi-stakeholder perspectives. It surfaces gaps in expectations and policy challenges among government, industry, and finance actors, highlighting the need…
Peer-reviewedJournalAdvanced Sustainable Systems2026#CCUSDOI
Progress in Large-Scale Carbon Capture Deployment: Status, Challenges, and Prospects
Zentou H.
A review of large-scale carbon capture and storage deployment, surveying current status, technical, economic and institutional challenges, and future prospects. It frames CCS's role in decarbonization pathways and the barriers to scaling.
Peer-reviewedJournalJournal of Environmental Policy and Planning2023#CCUSDOI
Ecological modernisation wanderings: ambivalent framing and unstable coalitions in the development of Carbon Capture, Utilisation, and Storage (CCUS) in France
Chailleux S.
This paper examines the development of CCUS in France through the lens of ecological modernisation. The title signals ambivalent framing of the technology and unstable coalitions among its proponents. It highlights the political and discurs…
Peer-reviewedJournalSustainability Switzerland2025#Climate FinanceDOI
Aligning Finance with Forests in the Carbon Economy: Measuring the Impact of Green Finance on High-Quality Forestry Development in China, 2010~2023
Liu X.
An empirical study measuring how green finance affects high-quality forestry development in China from 2010 to 2023, framing forests within the carbon economy. It examines the link between financial mobilization and forest-sector outcomes. …
Peer-reviewedJournalSustainability Switzerland2025#Climate FinanceDOI
Green Finance Policies, Urban Green Energy Efficiency and Regional Relative Disparities—Causality Tests Based on Dual Machine Learning
Li J.
A study applying dual machine learning (DML) to test the causal effect of green finance policies on urban green energy efficiency, with attention to how policy effects shape regional relative disparities. No abstract is available, but it ap…
Peer-reviewedJournalEnergy Economics2024#Climate FinanceDOI
Green bonds: Fueling green innovation or just a fad?
Dong H.
A study interrogating whether green bonds genuinely spur green innovation or amount to a passing fad. It likely examines how green bond issuance affects firms' environmental innovation and investment behavior. The abstract is unavailable, s…
Peer-reviewedJournalSustainability Switzerland2025#Climate FinanceDOI
Structuring Green Finance for Corporate Green Transformation
Li Y.
This paper appears to address how green finance can be structured to support corporate green transformation. Without an abstract, specifics are unclear, but the focus likely concerns transition finance and financing scheme design. Empirical…
Peer-reviewedJournalJournal of Risk and Financial Management2025#Climate FinanceDOI
The Determinants of Green Bond Issuance in Indonesia: An Analysis of Sustainable Financial Instruments
Endri E.
A study examining the determinants of green bond issuance in Indonesia as sustainable financial instruments. Without an abstract, details are limited, but it addresses the conditions shaping green bond markets in an emerging economy. It off…