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-reviewedConferenceEnergy Proceedings2026#CCUSDOI
Research on Collaborative Benefits and Optimization of CCUS-H2 Coupling System Considering Hydrogen Storage Scheduling
Lu L.
A study examining the collaborative benefits and optimization of a CCUS-hydrogen coupling system that incorporates hydrogen storage scheduling. It appears to focus on improving the design and operational efficiency of integrated CCUS-H2 dec…
Peer-reviewedJournalResources Conservation and Recycling2021#CCUSDOI
Regulations for carbon capture, utilization and storage: Comparative analysis of development in Europe, China and the Middle East
Zhang H.
A comparative analysis of CCUS regulatory frameworks across Europe, China and the Middle East. It maps differences in legal and policy design and highlights institutional gaps shaping CCUS deployment. The study suggests how divergent region…
Peer-reviewed🇺🇸 USAJournalGreen Energy and Environmental Technology2026#CCUSDOI
Appraising Pilot-Scale Carbon Capture and Storage Projects: Making Informed Decisions for Realistic Modeling of Dynamic CO2 Storage Capacity
Humza Bin Navaid, Bassel Eissa, Athar Hussain +2
CCS deployment is constrained by capital intensity, fragmented regulation, and the lack of standardized site-evaluation frameworks. This discussion paper proposes a decision-oriented appraisal methodology for pilot-scale CCS, distinguishing…
Peer-reviewedJournalPetroleum Science2026#CCUSDOI
Toward lower-cost carbon capture, utilization, and storage: Fit-for-purpose CO2 conditioning and source–sink coordination
Hai-Zhu Wang, Yao-Chen Zhang, Bin Wang +4
This paper addresses cost reduction in CCUS by examining fit-for-purpose CO2 conditioning (impurity removal, pressure adjustment) and source–sink coordination between emitters and storage/utilization sites. It frames cost efficiency as a sy…
JournalHAL2026#CCUS
Precipitating Solvents for Carbon Capture: Absorption and Precipitation Kinetics and Mechanisms
Maëlle Nisolle, Éric Lécolier, Guillaume Pétaud +4
This work examines the absorption and precipitation kinetics and mechanisms of precipitating solvents for CO2 capture. Such solvents promise lower regeneration energy than conventional amine systems. It offers mechanistic insight relevant t…
Peer-reviewed🌍 GlobalJournalSpringer Link (Chiba Institute of Technology)2026#CCUSDOI
Methodology for the control of parameters in a bioreactor for carbon dioxide capture
G. Komitov, P. Dobreva, V. Georgiev +1
This study builds a dynamic mathematical model of a CO2-capturing bioreactor linking biomass growth, dissolved CO2, and pH, with growth rate depending on CO2 availability and pH. Implemented in Scilab/Xcos, a PID feedback strategy regulates…
PreprintResearch Square2026#CCUSDOI
Techno-economic and Optimization of Micro and Meso-porous Carbons for Sustainable CO₂ Capture
Maghraby ME, Ghallab AO, Abdelmonem NM +1
The study synthesizes cyanuric chloride-based polymer and polymer-derived porous carbon, optimizing KOH activation temperature (600–900°C) and ratio (1:1–4:1). The best sample (PPC-900-1) achieves 1969 m²/g surface area, 1.85 mmol/g CO₂ upt…
Peer-reviewedConferenceLecture Notes in Electrical Engineering2025#CCUSDOI
Quantum Annealing and Stackelberg Game-Based Optimization for CCUS-Integrated Microgrid Scheduling
Liang Y.
Proposes a hybrid optimization approach combining quantum annealing and Stackelberg game theory for scheduling CCUS-integrated microgrids. It models hierarchical decision-making among stakeholders and tackles combinatorial optimization via …
Peer-reviewedConferenceLecture Notes in Electrical Engineering2025#CCUSDOI
Cooperative Game-Based Optimization for Oilfield Power System Scheduling Considering CCUS
Fang S.
This work formulates oilfield power system scheduling that incorporates CCUS using cooperative game theory. It proposes a framework where coordinated operation among power sources and CCUS facilities balances system cost and carbon emission…
Peer-reviewedConferenceLecture Notes in Electrical Engineering2025#CCUSDOI
An Economic Low-Carbon Scheduling Model for Manufacturers in Capacity Bidding Program Considering CCUS
Pu Y.
This study proposes an economic low-carbon scheduling model for manufacturers participating in capacity bidding programs while incorporating CCUS. It jointly optimizes production scheduling, power-market bidding, and carbon capture utilizat…
Peer-reviewedJournalEnergy & Fuels2026#CCUSDOI
Dynamic
Evolution of Minimum Miscibility Pressure
in CO2–Crude Oil Systems: A Review
Zhi-Qiang Li, Ming Gao, Hong-Wei Yu +5
This review examines the dynamic evolution of minimum miscibility pressure (MMP) in CO2–crude oil systems, a key criterion for CO2 flooding that combines enhanced oil recovery with geological carbon storage. It surveys experimental protocol…
Peer-reviewedJournalCase Studies in Thermal Engineering2026#CCUSDOI
Thermodynamic and economic analysis of a methanol fuel SOFC/GT/SCO2/ORC ship power system with coupled hollow fiber membrane carbon capture
Xintao Dong, Yindong Song, 姚寿广 +2
A thermodynamic and economic analysis of a methanol-fueled SOFC/GT/SCO2/ORC ship power system integrated with hollow fiber membrane carbon capture. It evaluates system efficiency and cost viability of an integrated design for maritime decar…
JournalNext Energy2026#CCUSDOI
Artificial intelligence in carbon capture, utilisation, and storage: A systematic review of methods, data, evaluation practices, and deployment readiness
Asmau Iyabo Balogun, Haylay Tsegab Gebretsadik, Abdullateef Oluwagbemiga Balogun +4
A systematic review of AI applications across carbon capture, utilisation and storage, mapping methods, datasets, evaluation practices and deployment readiness. It clarifies where machine learning can improve CCUS efficiency and monitoring,…
Peer-reviewed🇨🇳 ChinaJournalJournal of Membrane Science2026#CCUSDOI
Dual-step Co2+ modulation enables preferential N2 transport in polyamide membranes for energy-efficient carbon capture
Chenggang Jin, Ming‐Jie Yin, Wen-Hai Zhang +6
This study proposes a polyamide membrane modified via dual-step Co2+ treatment to achieve preferential N2 transport. By tuning membrane chemistry, it aims to improve CO2/N2 separation for energy-efficient carbon capture. The work highlights…
Peer-reviewedJournalChemical Engineering Science2026#CCUSDOI
Microfluidic synthesis of core/shell structured nanoplatelet-encapsulated microcapsule materials with high monodispersity for carbon capture
Maxine Yew, Yuting Zhao, Yanhong Guo +4
This work reports a microfluidic synthesis route to highly monodispersed core/shell microcapsules encapsulating nanoplatelets for carbon capture. It is a materials-engineering contribution relevant to CCUS sorbent and capsule design. No abs…
Peer-reviewed🇨🇳 ChinaJournalIndustrial & Engineering Chemistry Research2026#CCUSDOI
Mechanism and Kinetics of Nucleation and Growth in Amine Aerosols for Post-Combustion Carbon Capture
Zhang Yx, Yang Wu, Xianghang Chen +4
This study elucidates the nucleation and growth mechanisms of amine aerosols, a major secondary-pollutant issue hindering large-scale amine-based carbon capture. Using molecular dynamics, quantum chemistry, and FTIR experiments, it shows nu…
Peer-reviewedJournalAl-Kitab Journal for Pure Sciences2026#CCUSDOI
Role algae communities to reduce Climate Change
Ebtehal Alasade
This essay reviews how microalgae can biologically capture CO2 as an alternative to economically burdensome CCS. Algae fix atmospheric CO2 via photosynthesis into biomass at rates well above conventional plant systems, yielding feedstock fo…
🇪🇺 EuropeDatasetZenodo2026#CCUSDOI
Multimodal CO₂ Transport Network Optimization for North Rhine-Westphalia — Results Dataset
Lütz, Luna, Neuwirth, Marius, Fleiter, Tobias
A results dataset from a multimodal mixed-integer linear optimization of CO₂ transport for the North Rhine-Westphalia industrial cluster, routing captured CO₂ to geological storage at least cost via pipeline, rail, truck, inland barge and t…
Preprint🇺🇸 USAZenodo2026#CCUSDOI
Does the Cement Industry Need Carbon Capture and Storage to Decarbonize?
Fuhrman, Jay, Fritzeen, Wade, O'Rourke, Patrick +5
This study extends the GCAM integrated assessment model to separate cement and clinker production and endogenize clinker substitutes (GBFS, fly ash, LC3). Across scenarios, CCS plays only a limited role in cement decarbonization even when a…
Preprint🇪🇺 EuropeZenodo2026#CCUSDOI
Decarbonizing the European Cement Industry: A Bottom-Up Assessment of Cross-Sectoral Dependencies
Alexander, Kling, Holtz, Georg
Uses ITOM-Cement, a bottom-up optimization model covering site-level clinker kilns to regional milling, to assess EU27+UK cement decarbonization pathways. It highlights three cross-sector dependencies—steel slag as SCM, competition with pet…