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.
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
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,…
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…
Peer-reviewedCNJournalScience 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…
Peer-reviewed🌍 GlobalJournalTechnology & Innovation2026#CCUSDOI
No climate neutrality without creating a circular carbon economy
Célia Sapart
This paper argues that phasing out virgin fossil carbon is essential for climate neutrality, but sectors like chemicals, materials, aviation, and maritime will still need carbon. Carbon Capture and Utilisation (CCU) can replace fossil carbo…
Peer-reviewed🌍 GlobalJournalAdvanced Materials Interfaces2026#CCUSDOI
Integrating Direct Air Capture Technology and Plasma Based Calcination for Sustainable Syngas and Concrete – An Experimental Investigation
V. Seithümmer, S. Kaufmann, Felix Jonathan Brucker +3
This paper presents a novel fully electrified CO2 loop integrating direct air capture (DAC) with plasma-based calcination. Atmospheric CO2 is captured via alkaline absorption, solidified as CaCO3, then decomposed by rotating gliding arc pla…
🌍 GlobalConferenceOffshore Technology Conference Asia2026#CCUSDOI
Defining the Gold Standard for CO2 Specification Across the CCUS Value Chain
S. Stokes, C. Philips, H. Haghighi
This paper presents industry guidelines for setting CO2 impurity specifications across the CCUS value chain, developed by a Joint Industry Project (JIP) involving 12 operators and 6 research institutions. It introduces a holistic approach t…
Peer-reviewed🌍 GlobalJournalProcesses2026#CCUSDOI
Multi-Scale Digital Twin Framework with Physics-Informed Neural Networks for Real-Time Optimization and Predictive Control of Amine-Based Carbon Capture: Development, Experimental Validation, and Techno-Economic Assessment
Mansour Almuwallad
This study develops a multi-scale digital twin framework integrating physics-informed neural networks for real-time optimization and predictive control of amine-based CO2 capture. Validated against pilot-scale data, it achieves temperature …
Peer-reviewed🌍 GlobalJournalAustralian Energy Producers Journal2026#CCUSDOI
Reducing the cost of CO2 capture by improving the solvent regeneration process
J. Pandit, Saw Hong Lim, K. Chan
This paper addresses the high energy consumption of solvent regeneration in CO2 capture, which accounts for over 80% of total energy demand. CO2CRC's novel hybrid capture technology reduces regeneration costs through lower temperatures, red…