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-reviewedConferenceProceedings of 2026 3rd International Conference on Machine Learning and Intelligent Computing Mlic 20262026#CCUSDOI
Dynamic Economic Evaluation of Oilfield CCUS Based on Interpretable Machine Learning
Zhang S.
This study applies interpretable machine learning to dynamically evaluate the economics of oilfield CCUS projects. The ML approach aims to surface key drivers of profitability and support investment decisions. Details of methods and finding…
Peer-reviewedConferenceMeasurement Sensors2025#CCUSDOI
Density determination of CO2-Rich fluids within CCUS processes
Gholami S.
This paper addresses methods for determining the density of CO2-rich fluids within CCUS processes. Density is a fundamental property underpinning flow metering, equation-of-state accuracy, and equipment design across capture, transport, and…
Peer-reviewedCNJournalClimate Change Research2026#CCUSDOI
The development process of CCUS in China towards carbon neutrality: insights from international experience
Lyu J.N.
This paper examines the development process of CCUS (carbon capture, utilization, and storage) in China on its path to carbon neutrality, drawing on international experience. It compares policy, technology, and institutional design across c…
Peer-reviewedCNJournalPetroleum Reservoir Evaluation and Development2024#CCUSDOI
China's CCUS technology challenges and countermeasures under "double carbon" target
Ye X.
An overview paper examining the challenges facing CCUS (carbon capture, utilization and storage) technology in China and the countermeasures proposed under the country's "double carbon" (peak carbon and carbon neutrality) targets. It discus…
Peer-reviewedCNJournalClimate Change Research2026#CCUSDOI
Progress in China’s CCUS regulatory law development and insights from international experience
Lyu J.N.
This work reviews the development of China's regulatory framework for CCUS and draws lessons from international experience. Though no abstract is available, it appears to address legal design issues such as permitting, liability, and instit…
Peer-reviewedJournalClean Coal Technology2025#CCUSDOI
Research progress and system construction of Carbon Capture Utilization and Storage standard
Long Y.
This paper addresses research progress and the construction of a standards system for Carbon Capture, Utilization and Storage (CCUS). Beyond technology, CCUS deployment depends on standards for measurement, verification, certification, and …
Peer-reviewedJournalJournal of Ocean University of China2026#CCUSDOI
Using Carbon Dioxide Removal for a Habitable Post-2050 Net-Zero Emission World: Contributions and Limitations
Cui X.
This paper examines the role of carbon dioxide removal (CDR) in keeping the climate habitable after a 2050 net-zero milestone, and the limits of that role. It argues net-zero is not an endpoint: residual emissions and temperature overshoot …
Peer-reviewedJournalNature Environment and Pollution Technology2026#CCUSDOI
Synthesis and Characterization of Amino Acid-Based Ionic Liquids for Selective Absorption of CO₂ Using Liquid Foam Bed and Semi-Batch Reactors
S. R. Pilli
Seven novel amino acid-based ionic liquids (AAILs) were synthesized and characterized for CO₂ absorption using a liquid foam-bed reactor and semi-batch equilibrium studies. [TETA][LYS] achieved the highest absorption ratio (0.442 mol CO₂/mo…
Peer-reviewedJournalJurnal Teknik Industri Terintegrasi2026#CCUSDOI
Artikel Review: Teknologi Penangkapan Karbon Dioksida (CO2 Capture) Berbasis Membran - Material, Mekanisme, dan Tantangan Performa
Hasrul Hasrul, Arya Wiranata, Trisuciati Syahwardini
This review surveys membrane-based CO2 capture, covering membrane materials, transport mechanisms, and performance challenges under realistic conditions. It compares polymer, facilitated-transport, mixed-matrix, carbon molecular sieve, and …
Peer-reviewedJournalScientific Reports2026#CCUSDOI
A scalable process aware routing architecture for resilient wireless communication in industrial and control networks
A. Alghawli, Ali Raza, Altahir Saah Ahmed +2
This study proposes MeshStar, a process-aware wireless sensor network combining star clusters with redundant mesh links for industrial carbon-capture plants. A tabular Q-learning controller optimizes recovery and traffic management using re…
Peer-reviewed🇨🇳 ChinaJournalScientific Reports2026#CCUSDOI
Mechanism and field application of CO₂ phase‑change fracturing for gas extraction in low‑permeability coal seams
Chuan Deng, Peng Li, Changsheng Zheng +1
This study examines liquid CO2 phase-change fracturing to enhance permeability and gas extraction in high-gas, low-permeability coal seams in Guizhou. 1.4 kg of liquid CO2 releases energy equivalent to 243 g TNT, and the effective drainage …
Peer-reviewed🇪🇺 EuropeJournalChemical Engineering and Processing - Process Intensification2026#CCUSDOI
Comprehensive review of advanced amine-based systems for carbon capture: Techno-economic assessment emphasis on blended amines as the key system in high-emission industrial sectors
Mahboobeh Attaei, Luísa Marques, Samuel Santos +3
A comprehensive review of amine-based CO2 capture systems for high-emission industrial sectors, with techno-economic assessment focused on blended amines as the key configuration. It compares capture costs and performance to inform deployme…
Peer-reviewed🇨🇳 ChinaJournalSeparation and Purification Technology2026#CCUSDOI
Corrosion behavior and interfacial mechanism of 20# carbon steel in a non-aqueous [AEP][Pro]-ethanol absorbent for CO2 capture
Chao Liu, Yue Liu, Yanqiong Zheng +7
A materials study examining how 20# carbon steel corrodes in a non-aqueous [AEP][Pro]-ethanol absorbent for CO2 capture, focusing on the interfacial mechanism. It offers foundational data on equipment corrosion that matters for the durabili…
Peer-reviewed🇨🇳 ChinaJournalCarbon2026#CCUSDOI
Alkaline-Oxidative Reconstruction-Mediated Ultramicropore Engineering of Reed Straw-Derived Porous Carbons for Efficient CO2 Capture
Fengming Chen, Wei Lin, Shuhan Yi +4
This study engineers ultramicropores in reed straw-derived porous carbons via alkaline-oxidative reconstruction to boost CO2 capture capacity. It offers a design route for biomass-waste-derived solid sorbents, contributing to bio-based CCUS…
Peer-reviewedJournalEnergy Conversion and Management2026#CCUSDOI
Techno-economic optimization of onboard carbon capture systems under escalating emission penalties using surrogate models
Minsoo Choi, Jinyeong Jeong, Daejun Chang
This study develops a hierarchical multi-period framework jointly optimizing onboard carbon capture system (OCCS) design and operation for an LNG-fueled VLCC, using Gaussian-process-regression surrogates to replace rate-based simulations. R…
Peer-reviewed🇨🇳 ChinaJournalEnergy2026#CCUSDOI
Surrogate-assisted heat integration of condensate-premixed overhead gas recompression heat pump for carbon capture
X.H. Chen, T. Ma, L. Pang +3
An engineering study optimizing heat integration of an overhead gas recompression heat pump for carbon capture, using surrogate-assisted methods. It targets a condensate-premixed recompression configuration to improve energy efficiency and …
🌍 GlobalJournalSPE Annual Technical Conference and Exhibition2026#CCUSDOI
Integrated Reservoir and Surface Facilities Simulation for Narrow-Boiling Fluids with Application to Carbon Capture and Storage
Bruce Kohse, Varun Pathak, Fredrik Saaf
Presents an integrated simulator reformulating surface facility models in pressure-enthalpy (P-H) variables to robustly handle narrow-boiling fluids like CO2-rich mixtures. Demonstrated on a realistic CCUS case coupling CO2 source, pipeline…
Peer-reviewed🇨🇳 ChinaJournalBiomass Futures2026#CCUSDOI
Potential of Waste-Derived Carbon Aerogels for Onboard Carbon Capture: Material Synthesis, Process Simulation, and System-Level Application Evaluation
Wenjing Zhang, Yihang Zhou, Shuai Deng +3
Waste corrugated paper was converted into hierarchical porous carbon aerogels as monolithic adsorbents for onboard CO2 capture. Phosphoric acid activation optimized micropore development, yielding a specific surface area of 1021 m²/g with s…
Peer-reviewedJournalSeparation and Purification Technology2026#CCUSDOI
Structure – Performance relationship of tertiary amines for CO2 Capture & Carbon Mineralization (CCMC)
Yafei Mao, Sebastiaan Wyns, Yixuan Li +5
A study examining how the molecular structure of tertiary amines relates to CO2 capture performance and carbon mineralization (CCMC) efficiency. Though no abstract is available, it likely informs absorbent design optimization for lower-cost…
Peer-reviewed🇨🇳 ChinaJournalApplied Energy2026#CCUSDOI
China’s dynamic layouts of carbon capture utilization and storage
Boyue Zheng, Ziqing Pan, Xiangyun Shi +3
A national-scale dynamic source-sink matching model optimizes CCUS deployment across 31 Chinese provinces and 16 sedimentary basins under eight scenarios. Coal-fired power dominates capture; EWR/EGR or EGR/ECBM dominate storage depending on…