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.
🇺🇸 USAPreprintSPE 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 …
🌍 Global📚 Peer-reviewed · JournalHydrogen2026#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…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal 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…
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#CCUSDOI
Concrete technology contributing to carbon neutrality
カーボンニュートラルに貢献するコンクリート技術
(著者不明)
This paper reviews concrete technologies for carbon neutrality, including CO2-absorbing concrete and alternative cements. It evaluates their potential to reduce greenhouse gas emissions in the construction sector.
CN📚 Peer-reviewed · JournalJournal 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…
🌍 Global📚 Peer-reviewed · JournalEngineering 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-…
🌍 Global📚 Peer-reviewed · JournalInternational 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…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Energy Research2026#CCUSDOI
CO
2
–N
2
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,…
🌍 Global📚 Peer-reviewed · JournalJournal 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…
🌍 Global📚 Peer-reviewed · JournalKuwait 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…
🌍 Global📚 Peer-reviewed · JournalSafety 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…
🌍 Global📚 Peer-reviewed · JournalInterdisciplinary 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…
🌍 Global📚 Peer-reviewed · JournalACS 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…
🌍 Global📚 Peer-reviewed · JournalCanadian 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…
📚 Peer-reviewed · JournalEnergies2026#CCUSDOI
Design and Economic Evaluation of the Increase to 95% CO2 Removal in Power Generation and Gas Discharge of a Steel Plant
Omnia W. F. M. Farag, S. Moioli
This paper presents process optimization and techno-economic evaluation of an MEA-based CO2 capture system targeting 95% removal efficiency in a steel plant. Key parameters such as absorber height and lean loading are optimized, showing onl…
📚 Peer-reviewed · JournalNature2026#CCUSDOI
CO2 subsurface mineral storage by its co-injection with recirculating water
E. Oelkers, S. Arkadakskiy, Z. Ahmed +12
This paper reports an industrial-scale pilot project in western Saudi Arabia that demonstrates CO2 mineral storage in mafic and ultramafic rocks using recirculated subsurface fluids, eliminating the need for external water. The approach add…
🌍 Global📚 Peer-reviewed · JournalJournal of Petroleum Technology2026#CCUSDOI
Deep-Learning Technique Optimizes Sequestration, Oil Production in CCUS Projects
C. Carpenter
This study applies a temporal fusion transformer (TFT) deep-learning model to optimize CO2 sequestration and oil production in CCUS projects. Using data from six legacy CO2 EOR fields in the Permian Basin, it evaluates various water-alterna…
📚 Peer-reviewed · JournalIOP Conference Series: Earth and Environment2026#CCUSDOI
Utilization of captured carbon for fuel and chemical synthesis
C. Tan, C. T. Yaw, J. S. P. Koh +2
This mini-review introduces carbon capture and utilization (CCU) technologies, focusing on thermochemical and electrochemical conversion of CO2 into fuels and chemicals such as syngas, ethanol, methanol, and methane. It outlines the mechani…
CN📚 Peer-reviewed · JournalScience Advances2026#CCUSDOI
Scalable nanoconfined ionic liquid membranes with ultrapermeance and ultraselectivity for efficient CO2 capture
Fan Wang, D. Behera, Bratin Sengupta +2
This study developed a nanoconfined ionic liquid membrane using single-walled carbon nanotubes and CO2-selective ionic liquid, achieving CO2 permeance of 1654 GPU and CO2/N2 selectivity of 1132. Under simulated flue gas conditions, it enric…