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.
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
D5.6 - Best practice guidelines for battery manufacturing (a)
Mendoza, Gemma, Cerrillo Redondo, Cristina, Ormazabal Lopez, Guillermo +1
This deliverable provides guidance on integrating ecological standards early into battery machinery design in Europe. It reviews key regulations (ESPR, Battery Regulation, NZIA, CRMA) and the Safe and Sustainable by Design (SSbD) framework,…
Preprint🌍 GlobalZenodo2026#AI × ESGDOI
Spatio-Temporal Graph Multi-Agent Modelling for Urban Carbon Flux in GeoAI-Enabled Digital Twins
Kodela, Kalyan Chakravarthy, Roy, Stabak, Ghorbanzadeh, Shaghayegh +2
This paper proposes the Spatio-Temporal Graph Multi-Agent Carbon Flux Model (STG-MACFM), a learning-driven framework within a GeoAI-enabled digital twin. It uses hierarchical agents, reinforcement learning, and graph attention networks to d…
Peer-reviewed🌍 GlobalJournal#Carbon Accounting
End-of-life allocation shapes carbon accounting and technology appraisal in life cycle assessment of electric vehicles across multi-generation cascades.
(著者不明)
This paper analyzes how end-of-life allocation methods in life cycle assessment of electric vehicles affect carbon accounting and technology appraisal across multi-generation cascades. It demonstrates that the choice of allocation method ha…
Peer-reviewed🌍 GlobalJournalProcess Integration and Optimization for Sustainability2026#HydrogenDOI
Process Integration and Cost Optimization of a Green Hydrogen Supply Chain: A Mixed-Integer Programming and Genetic Algorithm Approach
Anjali
This paper proposes a methodology for process integration and cost optimization of a green hydrogen supply chain, combining mixed-integer programming and genetic algorithm to minimize overall costs. It contributes to improving the economic …
🌍 GlobalReportAccelerating the Transition to A Hydrogen Economy Achieving Carbon Neutrality Volume 22025#HydrogenDOI
Accelerating the Transition to a Hydrogen Economy: Achieving Carbon Neutrality Volume 2
Kurniawan T.A.
This report analyzes policies, technologies, and investment strategies to accelerate the transition to a hydrogen economy, contributing to carbon neutrality. Volume 2 focuses on demand creation and supply infrastructure development for hydr…
Peer-reviewed🌍 GlobalJournalAsian Economic and Financial Review2026#Climate FinanceDOI
Green finance, innovation, and sustainable development: Panel evidence from G7 economies
Ali S.
This paper examines the impact of green finance and innovation on sustainable development using panel data from G7 economies, finding synergistic effects between environmental investment and technological innovation.
Peer-reviewed🇪🇺 EuropeJournalJournal of European Public Policy2023#PolicyDOI
From emissions trading to the European Green Deal: the evolution of the climate policy mix and climate policy integration in the EU
Oberthür S.
This paper analyzes the evolution of EU climate policy from emissions trading to the European Green Deal, focusing on policy mix and integration. It examines the role of the EU ETS and policy interactions, offering insights for future clima…
Peer-reviewedCNJournalASM Science Journal2025#Carbon PricingDOI
The Impact of the Establishment of the Carbon Trading Market in China
Huang G.N.
This paper analyzes the impact of establishing a carbon trading market in China on emission reductions and the economy. It evaluates the design and early outcomes of the emissions trading system, and considers effects on corporate behavior …
Peer-reviewedCNJournalSustainability Switzerland2020#Carbon PricingDOI
Does the impact of carbon price determinants change with the different quantiles of carbon prices? Evidence from China ETS pilots
Chu W.
This study uses quantile regression to examine how factors influencing carbon prices vary across different quantiles in China's ETS pilots, revealing nonlinear dynamics in price determinants.
Peer-reviewed🇪🇺 EuropeJournalCorporate Governance an International Review2026#Climate FinanceDOI
The Role of Governance and Delegation in Climate Change Transparency by European Pension Funds
Christensen J.L.
This paper analyzes the role of governance and delegation in climate transparency by European pension funds. It suggests that internal governance and delegation to asset managers are key to improving disclosure.
Peer-reviewed🇪🇺 EuropeJournalResources Conservation and Recycling2026#EV & TransportDOI
Life-cycle greenhouse gas emissions analysis of battery-grade lithium production in Finland
Iyer R.K.
This study presents a life-cycle greenhouse gas emissions analysis of battery-grade lithium production in Finland. It quantifies emissions from extraction through processing, identifies key hotspots, and supports the potential for low-carbo…
Peer-reviewed🌍 GlobalConferenceProceedings of the 4th International Conference on Inventive Computing and Informatics Icici 20262026#AI × ESGDOI
AI-Powered Digital Twins for Predictive Maintenance of Net Zero Assets: A Zero Trust Framework for Grid Reliability
Poorvika N.
This paper proposes a framework integrating AI-powered digital twins and zero-trust security for predictive maintenance of net-zero assets, aiming to enhance grid reliability and optimize renewable energy asset operations.
Peer-reviewed🌍 GlobalJournalWaste Management2026#Energy TransitionDOI
Valorization of recycled paper mill sludge via mass-energy integration for sustainable onsite power generation: A case study.
P. Racho, Boonsita Nammana, N. Tantemsapya +3
This paper evaluates sludge-to-energy pathways in a Thai recycled paper mill over a year. Three options (RDF, anaerobic digestion, hybrid cascade) are compared with techno-economic analysis over 20 years. Results show that APCS costs and el…
Peer-reviewedCNJournalEconomics2026#PolicyDOI
How Effective is China’s Intelligent Manufacturing Policy in Promoting Green Trade? Evidence from Staggered Difference-in-Differences
Yanyan Ma, Maomao Yu
This paper uses staggered difference-in-differences to examine China's Intelligent Manufacturing Policy's effect on reducing firms' pollution emission intensity relative to export value. It identifies four transmission channels: improved in…
Peer-reviewed🌍 GlobalJournalarXiv.org2026#AI × ESGDOI
GHGbench: A Unified Multi-Entity, Multi-Task Benchmark for Carbon Emission Prediction
Yifan Duan, Si Zheng, Lihuan Li +2
GHGbench provides an open dataset and benchmark for company- and building-level greenhouse-gas prediction. The company track covers 12,000+ firms with Scope 1+2 and Scope 3 disclosures; the building track harmonizes 491,591 records from 13 …
Peer-reviewed🌍 GlobalJournalInternational Journal of Advanced Computer Science and Applications2026#Carbon AccountingDOI
An Integrated Carbon Footprint Calculation System Model for Net Zero Emission in the Manufacturing Industry Based on GHG Protocol and DEFRA
Dinar Rahayu
This study develops an integrated carbon footprint calculation system model combining GHG Protocol emission scope classification with DEFRA emission conversion factors. Using Design Science Research, it structures activity data, scope class…
Peer-reviewed🌍 GlobalJournalScientific Data2026#AI × ESGDOI
Global emission factor dataset for Scope 3 machine learning applications
Yanming Guo, Charles Guan, Jin Ma
ExioML is an open-source dataset of environmentally extended multi-regional input-output tables for emission factors, covering 49 regions and 28 years (1995-2022). It includes GPU-accelerated computational tools and two aggregation schemes …
Peer-reviewed🌍 GlobalJournalEnvironmental Research Letters2026#Carbon AccountingDOI
Potentials and pitfalls around green claims of e-fuels: insights from an exploratory case study
C. Gebara, Maria Flora Andersen, E. Simioni +2
This study uses a hypothetical e-methanol case to examine how different policy accounting requirements affect the accuracy of inventory emissions. Hourly energy matching is crucial; without additionality, emissions can be 14-28 times higher…
CNConference2026 5th International Conference on Green Energy and Power Systems (ICGEPS)2026#Renewable EnergyDOI
The Effects of Relaxing Price Limits on Spot Electricity Markets Under High Renewable Penetration
Nan Jiang, Zeyuan Liu, Zhu Li +4
This paper proposes a power spot market clearing model that relaxes price limits while constraining the average grid price, addressing the failure of narrow price limits under high renewable penetration. Using IEEE 30-bus system and data fr…
🌍 GlobalConference2026 22nd International Conference on the European Energy Market (EEM)2026#scope2DOI
“We are powered by 100% renewable energy.” – The impact of temporal and spatial matching in voluntary green electricity markets
Lissy Langer
This study empirically analyzes the impact of the proposed GHG Protocol revision requiring temporal and spatial matching for RECs in scope 2 accounting, using open European data. It finds that the effect varies by country, time of day, and …