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-reviewed🌍 GlobalJournalSPE Journal2026#CCUSDOI
Enhancing Well Integrity in Carbon Capture, Utilization, and Storage Applications: The Role of Insulating Gas Blankets
Ruggero Trevisan, Albert R. McSpadden
For CO2 geological storage, long-term well integrity is critical. This study proposes using insulating gas blankets in the annulus to mitigate low-temperature effects during CO2 injection, maintaining well integrity. Integrated flow assuran…
Peer-reviewed🇨🇳 ChinaJournalChemSusChem2026#CCUSDOI
Recent Advances of (Bi)carbonate Electroreduction in Reactive Carbon Capture Systems
Yun Lu, Ziyan Yang, Yuhang Li +1
This review focuses on integrating CO2 electrochemical reduction (CO2RR) with reactive carbon capture (RCC) to bypass energy-intensive CO2 regeneration and separation. It assesses the technical viability of using (bi)carbonate species from …
🌍 GlobalJournalKing Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)2026#HydrogenDOI
Low-Carbon Hydrogen Production from Methane Pyrolysis: Technology Prioritization under Uncertainty, Life-Cycle Assessment, and Export Competitiveness for Saudi Arabia
Haytham Hamad Alhamed
This thesis evaluates methane pyrolysis for low-carbon hydrogen production, integrating techno-economic analysis, life-cycle assessment, uncertainty analysis, and export competitiveness. Comparing fluidized-bed, molten-metal, and molten-sal…
Peer-reviewed🌍 GlobalJournalINTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT2026#Energy TransitionDOI
Integrated Low-Carbon, Self-Healing, and Sensor-Enabled Concrete: A Multi-Objective Framework for Next-Generation Civil Infrastructure
Hemant Agrawal, Sunil kumar
This paper proposes an integrated design framework for concrete combining low-carbon binder (LC3), self-healing agents, and carbon-based sensing. Scenario analysis shows a 38-47% reduction in cradle-to-gate global warming potential compared…
Peer-reviewed🇨🇳 ChinaJournalJournal of Materials Informatics2026#AI × ESGDOI
Data-driven design of high-abundance rare earth permanent magnets for low-carbon and resource-efficient production
Yuxuan Wu, Qianqian Wang, Qihan Zhang +6
This study develops a data-driven framework for sustainable design of rare-earth permanent magnets, using 346 experimental samples and MLP models to predict magnetic properties with high accuracy. SHAP analysis identifies Nd as key, and mul…
Peer-reviewed🇨🇳 ChinaJournalJournal of Sustainable Metallurgy2026#Energy TransitionDOI
Influence of H2-Based Reduction on Magnetite Cold-Bonded Briquettes for Low-Carbon Ironmaking
Masood Ahmed, Jie Ren, Chuluke Aisiati +9
This study investigates the influence of hydrogen-based reduction on magnetite cold-bonded briquettes, exploring low-carbon ironmaking pathways. It provides insights for decarbonizing the steel industry.
CNDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Sequenced mitigation strategies enable cost-effective pathways to China's carbon neutrality
Yu Liu, Lingyu Yang, Yawen Liu +13
This study analyzes how the sequencing of mitigation strategies affects cost-effectiveness in achieving China's carbon neutrality. By optimizing the order of technology and policy deployment, total costs can be reduced. It provides importan…
Peer-reviewed🇨🇳 ChinaJournalClimate Policy2026#AI × ESGDOI
Institutional compression in climate policy integration: coordinating green electricity certificates and carbon emissions trading in China
Yu Tian, Bangjun Wang
This study analyzes the integration of Green Electricity Certificates (GEC) and Carbon Emissions Trading (CET) in China using AI methods (BERTopic, cosine similarity, Bayesian ERGMs) on 1,137 policy documents. It finds rapid central discour…
🌍 GlobalJournalAdvances in computational intelligence and robotics book series2026#Scope 3DOI
Smart Campus Carbon Coach for Scope 3 Emissions Monitoring and Sustainable Decision Support
Shruti Gupta, Ajay Kumar, Mohit Yadav +1
This paper presents ICEC, a prototype system for monitoring and reporting department-level Scope 3 emissions in higher education institutions. It converts user-uploaded consumption data (electricity, diesel, LPG, water, waste) to CO2e using…
🇪🇺 EuropeJournalCommunications in computer and information science2026#AI × ESGDOI
Artificial Intelligence for ESG Analysis: A Case Study on Institutional Reports from the Public Sector
Simona Fioretto, Elio Masciari, Enea Vincenzo Napolitano
This paper applies AI techniques to institutional reports from the public sector to extract and analyze ESG information. It demonstrates the potential and challenges of AI-driven ESG assessment, offering new perspectives on utilizing disclo…
🇪🇺 EuropeJournalPureMUL2026#HydrogenDOI
Experimental Insights into Caprocks for Underground Hydrogen Storage and the Energy Transition
Joel Bensing
This paper experimentally investigates caprock behavior for underground hydrogen storage (UHS), addressing key challenges for safe and efficient hydrogen containment. The findings support the feasibility of large-scale hydrogen storage, a c…
Peer-reviewed🇪🇺 EuropeJournalIEEE RESOURCE CENTERS2026#Energy TransitionDOI
European Energy transition: AI, Sector Coupling, and Grid Innovations for the European Energy Transition
Zita Vale, Hannes Hanse, Yamshid Farhat +3
This paper provides an overview of the role of AI, sector coupling, and grid innovations in the European energy transition. It focuses on integrating renewables and improving system efficiency, offering implications for policy and industry.
Peer-reviewed🇺🇸 USAJournalJournal of Transition Economics and Finance2026#Climate FinanceDOI
Resolving the Green Finance Paradox: The Crucial Role of Renewable Energy and Absorptive Capacity
Quoc Nguyen
Using a global panel of 212 countries (2000-2023), this study examines how international climate finance affects carbon emissions. It documents a Green Finance Paradox: cross-sectional targeting biases naive estimates, but within-country va…
Peer-reviewed🌍 GlobalJournalGases2026#agricultureDOI
Crossing the Nitrogen Line: Cropland Emissions, Planetary Boundaries, and the SDGs
Baber Ali, Aqsa Hafeez, Nijat Imin +1
This review proposes a nitrogen-centered framework positioning cropland reactive nitrogen losses as a key lever for climate mitigation, planetary boundary restoration, and SDG progress. It maps the nitrogen cascade's impacts on climate, wat…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Research Letters2026#Carbon AccountingDOI
Carbon storage and mitigation potential of structural wood and biochar-based concrete in global urban building scenarios
Alessio Mastrucci, Dominik Maierhofer, Xiaoyang Zhong +8
This study assesses biogenic carbon storage and net embodied GHG emissions in global urban building stocks from 2020 to 2100 under material substitution scenarios (10%, 30%, 50%) with structural wood and biochar-based concrete. Wood substit…
Preprint🌍 GlobalEarthArXiv2026#CCUSDOI
System openness governs detectable signals of enhanced rock weathering in soils: a global meta-analysis
Ouyang, Zhaofeng, Song, Meitong, Tang, Xiaodan +2
This meta-analysis of 81 enhanced rock weathering (ERW) studies shows that detectable signals depend strongly on system openness, with exchangeable Ca/Mg signals attenuating from incubations to field trials. Application rate is the main con…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Scaling down to scale up: Design of high-temperature CO2 co-electrolysis supply chains for syngas and sustainable aviation fuels
Wiltink, Thijmen
This dissertation evaluates the supply chain for high-temperature CO2 co-electrolysis in Europe from 2025 to 2050 using a spatially explicit optimization model. Results show that co-locating electrolyzers with syngas demand is optimal, and …
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Position paper - Enabling Europe's Circular Battery Value Chain
Gregorio, Rose
Europe's climate neutrality and industrial competitiveness depend on a circular battery value chain. Building on the EU Batteries Regulation and Ecodesign rules, this paper analyzes implementation gaps in reverse logistics, repurposing, and…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Communication, Dissemination & Exploitation Plan for the Aviation Zero Project 2050 Project (AZERO)
MARTIN-DOMINGO, Luis
This plan outlines the dissemination strategy for the AZERO project, which evaluates airline net-zero commitments aligned with the EU Green Deal. It details open access policies, milestones, and DOI-verified outputs to ensure impact across …
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Dataset on Urban CO₂ and CH₄ Emissions Scenarios, Temperature Outcomes, and Overshoot Integral
KILKIS, Siir, Riahi, Keywan, Nicholls, Zebedee +2
This dataset integrates urban CO₂ and CH₄ emission scenarios with temperature outcomes, covering 2 baselines and 7 mitigation pathways under 5 scenario groups and 2 sensitivity cases. It includes global GHG emissions and surface temperature…