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-reviewedJournalEnvironmental Progress & Sustainable Energy2026#CCUSDOI
Comprehensive review of CO 2 utilization: Transforming carbon into fuels, chemicals and materials for a sustainable future
Ankit Nema, Arvind Kumar, Vilas Warudkar
This review cross-compares CO2 utilization routes across fuels (methanol, synthetic hydrocarbons, syngas), chemicals (urea, formic acid, carbonates, polymers), and materials (mineralization, construction composites) using consistent criteri…
JournalStanford Digital Repository2026#CCUSDOI
Characterization and abatement of dilute methane for climate mitigation
Max Kessler, Robert B. Jackson, Arunava Majumdar +3
This paper addresses the characterization and abatement of dilute methane for climate mitigation. Methane has a high short-term warming potential, making its reduction a priority in decarbonization strategies. Because dilute methane is diff…
Peer-reviewed🇨🇳 ChinaJournalCarbon Future2026#CCUSDOI
Full-composition jet fuel from CO 2 hydrogenation: interfacial reaction network engineering delivering on the e-SAF promise
Chenxi Zhang, Fei Wei
This paper proposes interfacial reaction network engineering (IRNE) to design oxide-zeolite interfaces for direct CO2 hydrogenation into full-composition e-SAF. Kiloton-scale validation shows high CO2 conversion, high C8+ selectivity, low m…
Peer-reviewedJournalApplied Energy2025#CCUSDOI
Bi-level Integrated Electricity and Natural Gas System retrofit planning model considering Carbon Capture, Utilization and Storage
Xuan A.
This work proposes a bi-level optimization model for retrofit planning of integrated electricity and natural gas systems that incorporates Carbon Capture, Utilization and Storage (CCUS). The hierarchical structure separates upper- and lower…
Peer-reviewedCNJournalItalian National Conference on Sensors2026#CCUSDOI
Hybrid Deep Learning Neural Networks for Small-Molecule Organic Amine Gas Recognition and Prediction Based on MOS Sensor Array
Xing-Lei Zhao, Chen-Jun Ning, Wen-Qi Fan +4
A MOS sensor array combined with 1D-CNN and Bi-GRU deep learning was developed to classify and quantify small-molecule organic amines (MEA, MDEA, AMP) used in CO2 capture. Five-fold cross-validation yielded 0.9969 classification accuracy an…
Peer-reviewed🇪🇺 EuropeJournalInternational journal of greenhouse gas control2026#CCUSDOI
Reliability Analysis of Electro-Swing Adsorption Carbon Capture Onboard Ships
Lena Daum, Karsten Müller
This study assesses the system-level reliability of an electro-swing adsorption (ESA) carbon capture unit integrated into a container vessel's exhaust treatment. FMEA identifies heaters, compressors, and vacuum pumps as critical components,…
Peer-reviewedJournalJournal of environmental chemical engineering2026#CCUSDOI
Calcination-free production of calcium hydroxide via catalytic nitrate hydrogenation: A low-temperature and low-carbon process
Hee Sun Park, Hee Jung Yang, Seethapathi Vivek +4
Proposes a low-temperature route to calcium hydroxide via catalytic nitrate hydrogenation, avoiding the high-temperature calcination of limestone. This could cut both energy use and process CO2 emissions in cement and lime production. No ab…
🌍 GlobalDatasetZenodo2026#CCUSDOI
Supplementary Dataset for Global Decarbonisation via CO₂ Capture and E-Fuels: A Multi-Scale Spatial Assessment with Case Studies in Nigeria, Kenya, and South Africa.
Atughwe, Raymond, Gadkari, Siddharth, Short, Michael
This supplementary dataset underpins a techno-economic and spatial assessment of CO₂ capture, e-fuel production, and carbon credit potential in Nigeria, Kenya, and South Africa. It provides model parameters, methodological notes, and countr…
Peer-reviewedJournalEnergy Research and Social Science2026#CCUSDOI
Enhancing system understanding in CCUS development using causal loop diagrams
Drustrup R.
This paper applies causal loop diagrams (CLDs) to map the system structure of CCUS development, aiming to improve stakeholder understanding of its complex feedbacks. CCUS involves intertwined technical, policy, economic and social-acceptanc…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#CCUSDOI
Characteristics of Dust in Ventilation Air from Hard Coal Mine Exhaust Shafts and Its Implications for VAM Utilisation Technologies
D. Bałaga, Dariusz Czerniak, M. Siegmund +3
VAM utilisation feasibility depends not only on methane concentration but also on ventilation air quality, including dust. Using 155 dust measurements from 24 fan stations in Poland and Romania plus particle-size and composition analyses, m…
Peer-reviewedCNJournalMaterials2026#CCUSDOI
A Critical Evaluation of Methodological Discrepancies in Quantifying Steel Slag CO2 Sequestration
Ming-Ming Wang, Chun-Yao Song, Zhong-Lun Zhang +7
This study compares seven analytical methods for quantifying CO2 sequestration in steel slag, revealing up to a 36.3% spread (6.5–10.2 g CO2/100 g) across techniques. Discrepancies stem mainly from differing carbon pools, sample pre-treatme…
Peer-reviewed🇨🇳 ChinaJournalCarbon Future2026#CCUSDOI
Spatiotemporal regulation of renewable energy via sustainable carbon-cycle fuels
Xiaoyu Liang, Hao Xiong, Chenxi Zhang +1
This paper proposes an integrated pathway producing sustainable carbon-cycle fuels by coupling renewable-powered green hydrogen with CO2 from DAC or industrial CCUS, then converting them via photosynthesis-inspired catalysis into carbon-neu…
Peer-reviewed🌍 GlobalJournalInternational Journal of Scientific Research in Computer Science Engineering and Information Technology2026#CCUSDOI
Leachate Modelling, Carbon Footprint and Gas-to-Energy Recovery for Sustainable Environmental Management of a Municipal Solid Waste Landfill in Niğde, Türkiye
Fatma Muratçobanoğlu
A site-constrained model of the Niğde landfill couples daily leachate balance (ERA5-driven) with an IPCC first-order decay gas model and operational carbon footprint across five configurations. Improved cover, 65% gas collection and electri…
Peer-reviewed🌍 GlobalJournalACS Applied Engineering Materials2026#CCUSDOI
Upcycling Agro-Food Industrial Biomass Waste into Functional Activated Carbon for Selective CO2 Capture and Supercapacitor Applications
Fahmi Anwar, Anish Mathai Varghese, K. Suresh Kumar Reddy +2
Activated carbons were synthesized via single-step KOH activation from three underexplored agro-food wastes (flour mill, old corn, feed waste). The materials achieved up to 2.55 mmol/g CO2 uptake at 298 K/1 bar with high CO2/N2 selectivity …
Peer-reviewedJournalCatalysis Today2026#CCUSDOI
Multi-Walled Carbon Nanotubes for Carbon Dioxide Capture and Conversion: Structure–Property–Performance Relationships, Molecular Mechanisms, and Industrial Perspectives
Isaac Alhamdu Baba, Omoniyi Babajide Awe, Emmanuel Amaunmwosa +6
A review of multi-walled carbon nanotubes (MWCNTs) applied to CO2 capture and conversion, covering structure–property–performance relationships, molecular mechanisms, and industrial perspectives. It likely offers design guidance for CO2 sep…
PreprintResearch Square2026#CCUSDOI
Digital Twin Ready Predictive Risk Management of Subsurface Injection Nodes Using Mechanics Informed Cross Fault Machine Learning
Akpabli G, Rahnema H, Marfo WA +1
This design science study develops a digital twin ready predictive risk artifact for subsurface injection nodes in CCUS supply chains, converting measurements into governed Watch/Mitigate/Hold states via mechanics-informed cross-fault machi…
JournalDeep Decarbonization of Modern Energy Networks for Climate–Energy–Sustainability Nexus2026#CCUSDOI
Innovative Carbon Capture Cycles in Zero‐emission Resilient Power Generation for Sustainable Deep Decarbonization of Modern Energy Networks
Elahe Soleymani, Hadi Ghaebi
This paper examines innovative carbon capture cycles within zero-emission, resilient power generation systems, addressing deep decarbonization of modern energy networks. It positions CCUS integration as a pathway toward sustainable power-se…
Peer-reviewedJournalJournal of Energy Chemistry2026#CCUSDOI
Atomically isolated Cuδ+species mediated C-C coupling for photothermal CO2 hydrogenation to C2H4
Li X.
A study on photothermal catalytic conversion of CO2 and hydrogen into ethylene (C2H4). Atomically isolated Cuδ+ species are shown to mediate the key C-C coupling step. It offers fundamental insight into CCU pathways that upgrade CO2 into ch…
Peer-reviewedCNJournalHuagong Jinzhan Chemical Industry and Engineering Progress2025#CCUSDOI
Optimization and conceptual design of carbon source/carbon sink supply chain planning: CCUS-enhanced oil recovery technology application in Dongying area
Tian P.
This study presents an optimization and conceptual design of a carbon source/sink supply chain combining CCUS with enhanced oil recovery (EOR) in the Dongying area of China. It examines network design for CO2 capture, transport, and utiliza…
Peer-reviewedConferenceProceedings of the 2022 3rd International Conference on Intelligent Computing Instrumentation and Control Technologies Computational Intelligence for Smart Systems Icicict 20222022#CCUSDOI
Carbon Capture, Utilization and Storage (CCUS) - The Energy source of the future
Glan Devadhas G.
This appears to be a piece framing CCUS as a future energy source, but no abstract is available, so its specific contribution and findings cannot be verified. CCUS is a key decarbonization technology with strong policy momentum in Japan and…