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.
🌍 Global📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Future of Sustainable Industrial Growth with Carbon Capture and Reduction technologies
PRIYA RANJAN
This paper introduces the application and development of carbon reduction and carbon capture technologies in industrial sustainable development, analyzing the importance of CCUS in greenhouse gas reduction and highlighting cases in steel, r…
🌍 GlobalJournalUniversity of Edinburgh2026#CCUSDOI
Public perceptions of Carbon Capture and Storage
Luciana Miu, Rebecca Wells, Dan Hill +1
This systematic review and expert interview study finds that public perceptions of CCS vary by context and can change quickly. Key concerns include safety, cost, fossil lock-in, and local disruption. Tailored communication from credible mes…
🌍 GlobalPreprintResearch Square2026#Energy TransitionDOI
Carbon-Aware Self-Healing Smart Grid Using Digital Twin and Swarm Artificial Intelligence for Sustainable Power System Resilience
Sarker K, Sarker J
This paper proposes a Carbon-Aware Self-Healing Smart Grid (CASH-SG) framework using Digital Twin and Swarm AI for intelligent fault prediction, autonomous reconfiguration, and emission-aware energy optimization. Simulations on IEEE standar…
🌍 GlobalPreprintResearch Square2026#PolicyDOI
Analysis of the impact and ambition of the new NDCs for 2035: Paris climate goal is further out of reach
Elzen Md, Hooijschuur E, Dafnomilis I +6
This study evaluates 2035 NDCs submitted by ~130 countries in 2025. Full implementation would cut 2035 GHG emissions by ~7-11% from 2019 levels, still insufficient for below-2°C/1.5°C pathways. Among G20, Australia, EU, Japan, UK have NDCs …
🌍 Global📚 Peer-reviewed · JournalCarbon Capture Science & Technology2026#CCUSDOI
Cluster adsorption Langmuir model (CALM) for CO2 adsorption of carbon capture: From ideal to real adsorption
Wenchao Lan, Shuangjun Li, Shuai Deng
This paper proposes a Cluster Adsorption Langmuir Model (CALM) for CO2 adsorption in carbon capture, bridging ideal and real adsorption scenarios. It improves the predictive accuracy for CO2 capture performance, contributing to CCUS technol…
🇺🇸 USA📚 Peer-reviewed · JournalStanford Digital Repository2026#CCUSDOI
Carbon Capture in the Era of Clean Energy Policy: Lifecycle Analysis of Capture Efficiency of CCUS Projects in the US
Amanda Campos, M. Z. Jacobson
Lifecycle analysis of 116 US CCUS projects finds average net capture rates of 39-58%, well below the common 90% assumption. Projects using CO2 for enhanced oil recovery often result in net emissions increases, suggesting flaws in the 45Q ta…
🌍 Global📚 Peer-reviewed · Journal2026#GreenwashingDOI
We reviewed 48 ‘low carbon’ projects and found they were becoming part of the fossil fuel problem
Freddie Daley, Marcel Llavero-Pasquina
This paper reviews 48 projects labeled as 'low carbon' and finds that they inadvertently perpetuate the fossil fuel problem. The authors argue that such projects can serve as greenwashing and delay genuine decarbonization.
🌍 Global📚 Peer-reviewed · JournalEng—Advances in Engineering2026#Energy TransitionDOI
Rare Earth Elements in the Energy Transition: A Review of the Demand-Sustainability-Risk Nexus and Future Perspectives
Victor Osvaldo Vega-Muratalla, Luis Fernando Lira‐Barragán, César Ramírez-Márquez +2
This review systematically analyzes the Demand-Sustainability-Risk Nexus for Rare Earth Elements (REEs) critical to the energy transition. It highlights China's dominance in mining and refining as a structural vulnerability, while examining…
🌍 GlobalPLoS ONE2026#HydrogenDOI
Techno-economic analysis of a power-to-hydrogen system in heavy industries with and without national incentives
I. Marouani, S. Albadran, Mansoor Alturki +3
This study quantifies the impact of national incentives on green hydrogen adoption in heavy industries. By optimizing PV-wind, PEM electrolyzer, battery, and hydrogen storage sizing, it shows that CAPEX subsidies (0-70%) can reduce Levelize…
🌍 GlobalPreprintPreprints.org2026#Climate RiskDOI
Agentic AI for Climate-Resilient Cities: A PRISMA-Guided Review and Digital Twin Framework
Toqeer Ali Syed, Ali Akarma, Muhammad Tayyab Naqash +3
This paper presents a PRISMA-guided review of Agentic AI (AAI) for urban climate resilience, synthesizing 70 studies on smart mobility, energy forecasting, disaster response, etc. It proposes a unified AAI-Digital Twin framework with Pareto…
🌍 Global📚 Peer-reviewed · JournalJournal of Cleaner Production2026#Energy TransitionDOI
Assessing the effectiveness of diverse climate change mitigation technologies on carbon emissions: insights from 243 OECD Regions
Ying Peng, Le Wen, Mingyue Selena Sheng
This study assesses the effectiveness of diverse climate mitigation technologies on carbon emissions across 243 OECD regions. It compares technologies such as renewables, CCUS, and energy efficiency, highlighting regional variations in effe…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Ambient Energy2026#Energy TransitionDOI
Energy storage technologies for sustainable power systems: a review on decarbonisation, decentralisation, and digitalisation
Emmanuel Boafo Baidoo, Samuel Kofi Tulashie, Enoch Mbawin Alale +5
This review examines energy storage technologies for sustainable power systems, focusing on decarbonisation, decentralisation, and digitalisation. It compares key storage technologies and their applications, assessing their contribution to …
🇨🇳 China📚 Peer-reviewed · JournalMaritime Economics & Logistics2026#Energy TransitionDOI
Sailing towards the green deep sea: alternative fuels and shipping transition
Shuiyang Chen, Bin Meng, Hercules Haralambides
This paper examines the role of alternative fuels and transition strategies for decarbonizing the shipping industry. It analyzes the potential and challenges of new fuels like ammonia and hydrogen, outlining pathways towards green shipping.
🇨🇳 China📚 Peer-reviewed · JournalEnergies2026#Carbon PricingDOI
Hybrid Game-Based Optimal Operation of Multi-Energy Prosumers Under Coupled Carbon and Green Certificate Markets
Yuzhe Li, Gaiping Sun, Deting Shen +1
This paper proposes a hybrid game-based optimal operation model for a multi-energy prosumer alliance under coupled carbon emission trading (CET) and green certificate trading (GCT) markets. An Electricity Balance Service Provider (EBSP) coo…
🇨🇳 China📚 Peer-reviewed · JournalBuildings2026#Carbon AccountingDOI
Life Cycle Carbon Emission Accounting of an Old Residential Community Based on Digital Technologies: A Case Study of Nanyuan Xincun, Hefei
Guanjun Huang, Can Zhou, Shaojie Zhang +2
This paper proposes an integrated framework for life cycle carbon emission accounting of old residential communities using digital technologies such as BIM, 3D point clouds, DesignBuilder, and i-Tree Eco. Applied to a case in Hefei, it find…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Fuel Chemistry and Technology2026#CCUSDOI
Negative-carbon electrochemical CO2 capture technology powered by green electricity
Xingran Wang, Huilin Fan, Chao LIN +2
This technology uses renewable electricity to electrochemically capture CO2, achieving negative carbon emissions. It offers a promising alternative to conventional amine scrubbing with lower energy consumption. However, cost and scalability…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Green Steel, Shared Rules? A Closer Look at Low-Carbon Steel Labels in China and Europe
Chun Xia-Bauer, Lukas Hermwille, Anna Leipprand
This paper compares operational low-carbon steel labels in China and Europe, finding broad technical comparability but differences in system boundaries and emissions accounting. Greater alignment could facilitate trade and investment signal…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Physics Conference Series2026#Energy TransitionDOI
Synergistic Planning of Multi-Path Low-Carbon Transition for Coal Power and Green Ammonia Production
Yuantao Hu, Ming Zhou, Zhibin Song +3
This paper proposes a planning method integrating energy storage, ammonia co-firing, coal power low-carbon transformation, and green ammonia production for large-scale renewable bases in desert-gobi-wasteland areas in China. It achieves 99.…
🌍 GlobalPreprintZenodo2026#Energy TransitionDOI
Code and data for reproducing figures in Pathak et al., "Commonalities and differences in national pathways toward net-zero emissions"
Anuj Pathak
This repository contains code and data to reproduce the analysis and figures from Pathak et al. on national net-zero pathways. It uses IPCC AR6 scenarios, IEA-EDGAR historical CO2 emissions, World Bank income classifications, and effort-sha…
CN📚 Peer-reviewed · JournalCarbon Energy2026#CCUSDOI
Porous Carbon Materials for Carbon Dioxide Capture
Zhifu Liu, Chuhan Fu, Tao Qi +4
This review systematically summarizes pore structure construction strategies for porous carbon materials (PCMs) for CO2 capture. Ideal pore features include specific surface area >1000 m2/g, total pore volume >0.5 cm3/g, high proportion of …