GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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-reviewedJournalStructural Concrete2026#Carbon AccountingDOI
Integrated lifecycle cost analysis (
ILCCA
) framework for infrastructure systems
V. Heggade
This paper proposes an ILCCA framework combining lifecycle economic cost and monetized carbon cost into a unified metric. A case study of two bridge alternatives shows that concrete has lower integrated cost, but higher carbon price narrows…
Peer-reviewedJournalProcedia CIRP2026#Scope 3DOI
Decarbonising Industrial Supply Chains: A Strategic Framework for Managing Scope 3 Emissions in Procurement
Sebastian Steinmeier, Chantal Rietdorf, Michael Rentschler +1
This paper proposes a strategic framework for effectively managing Scope 3 emissions in industrial supply chains, focusing on procurement processes. It integrates emission reduction into supplier engagement and collaboration, providing prac…
Peer-reviewed🇨🇳 ChinaJournalEnergy Economics2026#Renewable EnergyDOI
Exploring the nonlinear causal Nexus between industrial robot imports and renewable energy transition: A PSTR model analysis of belt and road countries
Fang Yang, Sisi Zhang
This study investigates the nonlinear causal relationship between industrial robot imports and renewable energy transition in Belt and Road countries using a Panel Smooth Transition Regression (PSTR) model. It examines heterogeneity across …
Peer-reviewed🇨🇳 ChinaJournalEuropean Journal of Soil Biology2026#Carbon AccountingDOI
Long-term nitrogen inputs reshape soil microbial communities and carbon cycling, reducing carbon emissions and enhancing soil carbon sequestration in subtropical forests
Jiyou Yuan, Yun Wang
This study investigates how long-term nitrogen inputs affect soil microbial communities and carbon cycling in subtropical forests, finding reduced carbon emissions and enhanced soil carbon sequestration, offering insights for forest managem…
Peer-reviewed🇨🇳 ChinaJournalEnergy2026#Energy TransitionDOI
Optimizing China’s Coal Power Transition Pathways under Integrated Multi-Technology Mitigation Decisions
Qianhui Wu, Rongda Zhang, L Y Zhou +10
This paper proposes an integrated multi-technology mitigation decision framework to optimize China's coal power transition pathways. It explores how combining different technology options can balance costs and emission reductions, offering …
Peer-reviewed🇨🇳 ChinaJournalJournal of Cleaner Production2026#Energy TransitionDOI
The impact of new energy demonstration city policy on energy transition under multi-stakeholder collaboration: Evidence from double machine learning
Shuai Wang, Yanjun Chang
This study uses double machine learning to analyze the impact of China's new energy demonstration city policy on energy transition, finding that multi-stakeholder collaboration enhances policy effectiveness.
Peer-reviewed🌍 GlobalJournalApplied Intelligence2026#CCUSDOI
AI-driven carbon capture, utilization, and storage (CCUS) for decarbonizing energy systems
Seyedeh Azadeh Alavi-Borazjani, Dr Muhammad Noman Shafique, Shehar Yar Khan
This paper reviews the application of AI (machine learning, deep learning, reinforcement learning) to enhance CCUS processes including capture, utilization, and storage. It identifies benefits such as optimization, materials discovery, and …
Peer-reviewedJournalJournal of Ecological Engineering2026#OtherDOI
Thermal activation of Karakalpakstan margels and pozzolan properties in their low-carbon composite Portland cement
Gulsanam Тursunova, Farrukh Atabaev, Gulrukh Begzhanova +4
This paper investigates the thermal activation of local margels from Karakalpakstan to enhance pozzolanic properties for low-carbon composite Portland cement. The study contributes to cement decarbonization by utilizing regional materials a…
Peer-reviewedCNJournalInternational Journal of Global Economics and Management2026#PolicyDOI
Corporate Environmental Social Responsibility under the Governance of Low-Carbon Economy
Rui Feng
The advancement of global climate governance and China's 'dual carbon' strategy have highlighted the importance of corporate environmental social responsibility. In the context of a low-carbon economy, enterprises should foster low-carbon p…
Peer-reviewed🇯🇵 JapanJournalIEEJ Transactions on Fundamentals and Materials2026#Energy TransitionDOI
Development of Research and Technology Toward Carbon Neutrality on Applied Magnetics Technologies in Energy Conversion Systems
Tatsuya Doi
This paper reviews research and development on applied magnetics technologies in energy conversion systems, discussing their potential to contribute to carbon neutrality. It highlights how high-efficiency motors and generators can reduce CO…
Peer-reviewed🇺🇸 USAJournalZenodo (CERN European Organization for Nuclear Research)2026#ESGDOI
Environmental, Social & Governance Performance Research Report Fiscal Year 2023 — Comprehensive ESG Analysis with 26 Data Visualizations (CitiBank)
Krishnashis Das, Subhrakamal Banerjee
This report analyzes Citigroup's FY2023 ESG performance using official reports and third-party ratings, with 26 data visualizations. Key findings include $441 billion in cumulative sustainable finance, 49% reduction in Scope 2 emissions (ex…
Peer-reviewedJournalCorporate Social Responsibility and Environmental Management2026#Supply ChainDOI
Supplier Environmental Assessment in Sustainability Reporting: Evidence From Top <scp>ESG</scp> ‐Performing Brazilian Firms
João Vyctor Brás dos Santos, Tiago F. A. C. Sigahi, Deoclécio Júnior Cardoso da Silva +4
This study evaluates the maturity of supplier-related environmental disclosures in sustainability reports of top ESG-performing Brazilian firms. Using CRITIC weighting and Grey Fixed Weight Clustering on 67 reports, it finds that nearly 60%…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#ESGDOI
ESG-DocQA: A Three-Annotator Validated Dataset for Evidence-Grounded Question Answering over Corporate ESG Reports
Huajian Jiang
ESG-DocQA is a validated benchmark dataset for evidence-grounded question answering over corporate ESG reports. It includes 300 samples, annotation guidelines, and experimental results, focusing on document-image grounding. The dataset is a…
Peer-reviewed🇪🇺 EuropeJournalWater2026#Energy TransitionDOI
Towards Energy Neutrality in Full-Scale Wastewater Treatment Plants Under the European Directive 3019/2024: What Are the Technical Possibilities?
Matia Mainardis, Tina Kegl
The revision of the European Urban Wastewater Treatment Directive introduces energy neutrality for WWTPs. This paper reviews technical options: enhanced anaerobic digestion for large plants, PV and hydro for medium plants, and hybrid system…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Carbon PricingDOI
Climate Change and Tax Policy in Terms of Climate Justice
Anna Wildowicz-Szumarska, Katarzyna Kocur-Bera
This paper outlines environmental taxation from a climate justice perspective, recommending tax policy changes to combat climate change and facilitate a green transition. A survey confirms that tax burdens must be fairer, targeting the rich…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Science & Technology2026#Climate ScienceDOI
Mitigating Hidden Climate Change Impacts of Timber Cities Critically Depends on Proactive Forest and Waste Management
Alperen Yayla, Augustin Danneaux, Estelle Schurer +5
This study uses dynamic life cycle assessment to compare climate impacts of timber vs. reinforced concrete urban buildings. Timber cities can reduce global temperature by up to 0.023 K by 2100, but poor forest regrowth, landfill gas, and in…
Peer-reviewed🇪🇺 EuropeJournalEnergy Research & Social Science2026#Energy TransitionDOI
The easy way of participating in energy transition — Investigating the purchase intention for plug-in solar devices using an extended theory of consumption values
Katharina Rzepucha-Hlubek
This study investigates purchase intention for plug-in solar devices (PSD) using an extended Theory of Consumption Values. By adding environmental and autarky values, the model explains 64.4% of variance. Functional price, conditional, epis…
Peer-reviewed🌍 GlobalJournalThe International Journal of Marine and Coastal Law2026#CCUSDOI
‘Global Rules and Standards’
Constantinos Yiallourides, Alexander Proelß, Lennart Westmark
This paper examines the environmental regulation of sub-seabed CO2 storage under UNCLOS, focusing on 'global rules and standards', due diligence, EIA, and the precautionary approach. It highlights legal challenges for CCUS deployment and st…
Peer-reviewed🌍 GlobalJournalLogistics2026#Energy TransitionDOI
Integrating Efficiency and Priority in Circular Energy Supply Chains: A DEA-Informed BWM Analysis of Second-Life EV Battery Ecosystems in Emerging Economies
Ilyas Masudin, Dian Palupi Restuputri, Dwi Iryaning Handayani +1
This study integrates BWM and DEA to analyze second-life EV battery ecosystems in emerging economies. Technical (28.4%) and economic (24.9%) barriers are top priorities, and configurations with formal reverse logistics and certification ach…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#PolicyDOI
Integrating Sustainability into Monetary Policy to Address Climate Change—A Critical Literature Review
Aleksandra Nocoń
This paper provides a theoretical analysis of how central banks can integrate climate issues into monetary policy. Based on a systematic literature review, it reveals tensions between risk-based and interventionist approaches, concluding th…