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.
🌍 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…
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…
🌍 Global📚 Peer-reviewed · JournalTechnology & 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…
🌍 Global📚 Peer-reviewed · JournalAdvanced 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…
🌍 Global📚 Peer-reviewed · JournalProcesses2026#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 …
🌍 Global📚 Peer-reviewed · JournalAustralian 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…
🌍 Global📚 Peer-reviewed · JournalJournal of Marine Science and Engineering2026#CCUSDOI
Numerical Investigation of Micro-Scale Mass Transfer in Stretched and Compressed Kelvin-Cell Packings for Shipboard Carbon Capture
Bohao Wu, N. Wu, Yongqi Li +5
This study uses CFD to investigate microscale flow and mass transfer in Kelvin cells for shipboard CCUS. Elongated cells induce columnar flow, while compressed cells promote stable hollow cylindrical liquid films, enhancing mass transfer. R…
🌍 Global📚 Peer-reviewed · JournalProcesses2026#CCUSDOI
The Process of Pressure, Temperature, and Phase State Changes Within Supercritical CO2 Buried Pipelines During Micro-Leakage
Xu Jiang, Junliang Huo, Yuhua Feng +4
This paper experimentally investigates pressure, temperature, and phase changes during micro-leakage from buried supercritical CO2 pipelines in CCUS. It identifies a two-stage pressure decline, and shows that orifice diameter and leakage di…
🌍 Global📚 Peer-reviewed · JournalACS Omega2026#CCUSDOI
Fossil-Free Polyethylene and Polypropylene Production via CCU and Biomass Pathways: A Harmonized Techno-Economic Assessment
Shiyu Ding, Gert Jan Kramer, André P. C. Faaij +2
A harmonized techno-economic assessment framework for co-manufacturing polyethylene and polypropylene via CCU and biomass pathways. The biomass-ethanol route is most cost-effective (€1,500–3,000/t), gasification is most energy-efficient (32…