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.
Peer-reviewed🌍 GlobalJournalEnergy Policy2021#CCUSDOI
What went wrong? Learning from three decades of carbon capture, utilization and sequestration (CCUS) pilot and demonstration projects
Wang N.
This paper analyzes failures in CCUS pilot and demonstration projects over the past three decades, identifying technical, economic, and policy barriers. It synthesizes lessons learned to guide future large-scale deployment.
Peer-reviewed🌍 GlobalJournalCarbon Capture Science and Technology2025#CCUSDOI
Perspective on artificial intelligence for carbon capture utilization and storage (CCUS) in Petrochemical Industry
Ma J.
This perspective paper discusses the application of artificial intelligence to carbon capture, utilization, and storage (CCUS) in the petrochemical industry. It explores how AI can optimize CCUS processes and enhance efficiency.
Peer-reviewedCNJournalFrontiers in Energy2013#CCUSDOI
Life-cycle analysis of energy use and greenhouse gas emissions of gas-to-liquid fuel pathway from steel mill off-gas in China by the LanzaTech process
Ou X.
This study conducts a life-cycle analysis of a gas-to-liquid fuel pathway using steel mill off-gas in China via the LanzaTech process, evaluating energy use and GHG emissions. It benchmarks against conventional fuels, highlighting the decar…
Peer-reviewed🌍 GlobalJournalToxics2026#CCUSDOI
Cement Industry Pollution Mitigation: A Comprehensive Review on Reducing Environmental and Health Impacts.
Kamal Hosen, A. Bărbulescu
This comprehensive review examines mitigation technologies for environmental and health impacts from cement production, including CCUS, biomass/waste-derived fuels, noise barriers, soil remediation, and water treatment (ZLD). It identifies …
Preprint🇪🇺 Europe2025#CCUSDOI
D9.4 Summary of blueprint design for pioneering CCUS chains
Becattini, Viola, Riboldi, Luca, Burger, Johannes +10
This paper presents the design and techno-economic-environmental analysis of four pioneering CCUS chains, capturing CO2 from inland European industrial plants and transporting it to Northern European ports. The chains can avoid 65-87% of in…
Peer-reviewed🌍 GlobalJournal2026#CCUSDOI
Introducing Microalgae Carbon Fixation and Sinking (MCFS): a new approach for controlled and scalable CDR
Natalia Belkin, Josh Steinberg, Amit Dan Grossman +2
This paper introduces Microalgae Carbon Fixation and Sinking (MCFS), a novel marine CDR methodology that uses a tailored substrate to promote phytoplankton growth, followed by rapid sinking to the deep ocean for durable carbon sequestration…
Preprint🇺🇸 USASPE Europe Energy Conference and Exhibition2025#CCUSDOI
Experience with Using Controlled Source Electromagnetics (CSEM) for CCUS Monitoring and Future Applications
P. Kirmizakis, P. Soupios, C. Benetatos +6
This study demonstrates the feasibility of Controlled Source Electromagnetic (CSEM) methods for monitoring subsurface CO2 plumes in a CCS project in North Dakota, USA. Surface log-scale resolution was achieved, accurately delineating plume …
Peer-reviewed🌍 GlobalJournalHydrogen2026#CCUSDOI
The Role of Electrofuels in the Decarbonization of Hard-to-Abate Sectors: A Review of Feasibility and Environmental Impact
Adamu Kimayim Gaduwang, Bassam Tawabini, Nasiru Salahu Muhammed
This review assesses electrofuels for decarbonizing hard-to-abate sectors (steel, chemicals, etc.) where electrification and direct hydrogen use are challenging. It analyzes production processes, energy demands, economics, and lifecycle GHG…
Peer-reviewed🇪🇺 EuropeJournalJournal of Industrial and Business Economics2026#CCUSDOI
Green transition and decarbonization: the role of CCUS projects
Antonio Barchi, Marco Illich, Laura Rondi
This paper analyzes the IEA CCUS projects database (1990-2023) to examine why certain countries attract more projects, why projects concentrate in oil & gas, agrochemicals, and materials sectors, and how organizational choices affect deploy…
Peer-reviewedCNJournalJournal of Physics: Conference Series2026#CCUSDOI
Study on energy consumption optimization of membrane-based carbon capture process for coal-fired power plant flue gas and its coupling mechanism with Carbon cycle in surrounding terrestrial ecosystems
Qihan Wang, Zhili Wang
This study optimizes membrane-based carbon capture for coal-fired power plants, reducing energy consumption from 3.2 to 2.1 GJ/t CO2 while maintaining >90% capture rate. Using an improved CENTURY model, it shows that geological storage/vege…
Peer-reviewed🌍 GlobalJournalEngineering Reports2026#CCUSDOI
Epistemic Uncertainty Analysis and Robust Optimization of a Second‐Generation Solvent‐Based Post‐Combustion Carbon Capture Process
Ilayda Akkor, Shachit S. Iyer, John Dowdle +2
This paper conducts epistemic uncertainty analysis and robust optimization for a second-generation solvent-based post-combustion carbon capture process (PZ/AFS). Sensitivity and Pedigree analyses identify key uncertainties, leading to a 12-…
Peer-reviewed🌍 GlobalJournalInternational Journal of Scientific Research in Engineering and Management2026#CCUSDOI
Carbon Capture and Absorption Tower
S. Bhagat, N. Garad, .P.S Jejurkar +2
This paper provides an overview of Carbon Capture and Storage (CCS) principles, including pre/post-combustion and oxy-fuel capture methods, and storage options like depleted reservoirs and saline aquifers. It discusses technological, econom…
Peer-reviewed🌍 GlobalJournalInternational Journal of Energy Research2026#CCUSDOI
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2
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Mixture Viscosity Modelling Using Machine Learning: Towards Sustainable Carbon Capture and Energy Efficiency
M. Alwerfali, F. Faraji, Mardin Abdalqadir +1
Accurate viscosity prediction of CO2-N2 mixtures is vital for CCUS processes but costly experiments and inaccurate conventional models hinder rapid decision-making. This study developed and benchmarked nine ML models (GB, XGBoost, LightGBM,…
Peer-reviewed🌍 GlobalJournalJournal of Applied Polymer Science2026#CCUSDOI
Carbon Dioxide Capture by Polymers: Thermodynamics, Computer Modeling, Technology, and Applications
H. Yangthong, Phakamat Lim‐arun, Siriwan Jansinak +10
This review comprehensively compares CO2 capture technologies, focusing on polymer-based adsorbents, covering thermodynamics, computer modeling, and applications. It finds adsorption promising for long-term protection against pollutants and…
Peer-reviewed🌍 GlobalJournalKuwait Oil & Gas Show2026#CCUSDOI
Harnessing Digital Innovation in CCUS: AI-Driven Solutions for Real-Time Monitoring and Risk Management
P. Saini, U. Biradar, K. Sonawane +4
This paper provides a comprehensive overview of AI-driven digital innovations in CCUS, including real-time monitoring, fiber-optic sensing, and advanced analytics. These technologies enable dynamic alerts, predictive maintenance, and enhanc…
Peer-reviewed🌍 GlobalJournalSafety in Extreme Environments2026#CCUSDOI
Safety and reliability improvement in hazardous direct air capture (DAC) plants through failure analysis and prevention: A review
Karan Sotoodeh
This review focuses on failure analysis and prevention methods to improve safety and reliability in hazardous direct air capture (DAC) plants. It covers common failure modes and mitigation strategies, providing insights for safe operation, …
🌍 Global2026#CCUSDOI
8th Post Combustion Capture Conference Summary
Abdul'Aziz Aliyu, Keith Burnard
This conference summary reports on the 8th Post Combustion Capture Conference, covering advances in CCUS, DAC, and BECCS. With 115 oral presentations and 26 posters from 240 delegates across 24 countries, it highlights R&D, operational insi…
Peer-reviewed🌍 GlobalJournalInterdisciplinary Materials2026#CCUSDOI
Integrated CO2 Capture and Utilization: Toward Value‐Added Products
Guanchu Lu, Tianhao Li, Qun Li +5
This review categorizes integrated carbon capture and utilization (ICCU) by C1 and C2+ products, linking catalytic strategies to industrial commodities. It evaluates ICCU's potential to overcome high costs and complexity of traditional CCUS…
Peer-reviewed🌍 GlobalJournalACS Omega2026#CCUSDOI
Progress, Challenges, and Opportunities in Ionic Liquid–Modified Polymer Membranes for CO2 Separation
Julia Piotrowska, Michael Harasek, Katharina Bica‐Schröder
This review summarizes recent progress in ionic liquid (IL)-modified polymer membranes for CO2 separation, addressing the selectivity-permeability trade-off and plasticization. It covers polymerized ILs, mixed matrix membranes, and hollow f…
Peer-reviewed🌍 GlobalJournalCanadian Journal of Chemical Engineering2026#CCUSDOI
A comprehensive review of gas‐based enhanced oil recovery (
gas
‐
based EOR
) techniques: Mechanisms, applications, and future trends
Yasin Khalili, Saeed Abassi, Mohammadreza Bagheri
This review provides an integrated evaluation of gas-based EOR techniques including CO2 flooding, hydrocarbon gas injection, N2 injection, and flue-gas injection. CO2 flooding offers superior recovery (10-20% incremental) and aligns with CC…