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-reviewedJournalEnergies2026#CCUSDOI
Financial Potential of Life Cycle Assessment of Production of Biofuels via Hydrothermal Liquefaction Using Microalgae in Cement Industry
D. Echeverri, Victoria V. Beltrán, A. Mesa +2
This study conducts a life cycle assessment of biofuel production from microalgae via hydrothermal liquefaction using CO2 from the cement industry. Using OpenLCA, it shows a reduction of 3.91 kg CO2 per kg biofuel compared to diesel. Financ…
Peer-reviewedJournalAdvancement of science2026#CCUSDOI
Thermal Cyclotrimerization Bridges Polymer‐Filler Interfaces for High‐Performance CO2 Separation Membranes
Zhihong Lin, Kaifang Wang, Ziyi Yuan +5
This paper demonstrates a thermal cyclotrimerization strategy to simultaneously tune polymer microstructure and polymer-filler interface in mixed-matrix membranes (MMMs) for CO2 capture. Using MAF-stu-1 as a filler, the membranes achieve CO…
Peer-reviewedJournalEnergy Technology2026#CCUSDOI
High‐Performance CO
2
Adsorption of Nitrogen‐Doped Porous Carbons Synthesized From Coal Waste Precursors
Rui Qiao, Yunhe Ding, Yahao Zhang +6
Porous carbons synthesized from coal tar pitch, anthracite, lignite, and blue-coke via KOH activation and urea nitrogen doping exhibited ultrahigh specific surface area (up to 3304 m2/g) and hierarchical pores. Nitrogen doping improved CO2 …
Peer-reviewedJournalClean Technologies and Environmental Policy2026#CCUSDOI
Carbona: a sustainable approach to pollution-to-ink conversion
S. Chakraborty, Mun Majumder
This paper proposes Carbona, a sustainable technology that converts pollutants into ink. By capturing air pollutants or carbon dioxide and reusing them as ink, it contributes to circular economy and decarbonization.
Peer-reviewedJournalRevista Internacional de Sostenibilidad2026#CCUSDOI
Captura y Uso de CO2 en Sectores Industriales: Revisión Sistemática sobre Eficiencia, Simbiosis y Desafíos de Implementación
Javiera Azúa Caroca, Catalina Donoso Flores, Augusto A Vargas Schüler
This systematic review examines how interindustrial collaboration affects CCUS project feasibility. Using PRISMA guidelines, it finds that collaboration enables cost-sharing, risk distribution, and faster innovation, but faces barriers like…
Peer-reviewed🌍 GlobalJournalMaterials Horizons2026#CCUSDOI
Advanced polymeric membranes for CO2 separation: fundamentals, materials, and practical challenges.
T. Lee, Byung Kwan Lee, Y. Cho +4
This review provides a comprehensive overview of polymeric membranes for CO2 separation, covering fundamentals, material evolution, and market drivers. It evaluates three major material platforms: thermally rearranged polymers, polymers of …
Peer-reviewedJournalRevista Iberoamericana de Educación2026#CCUSDOI
Transformación de la industria de refinación petrolífera por la descarbonización: Impacto e influencia de tecnologías emergentes
Sandra Emperatríz Peña Murillo, Julio Baquerizo Figueroa, Manuel Teófilo Huamán Marcillo +2
This qualitative comparative review evaluates and compares current decarbonization technologies in oil refining, including electrification, renewable energy integration, CCUS, biofuels, and advanced monitoring. It finds that strategic integ…
Peer-reviewedJournalGreenhouse Gases: Science and Technology2026#CCUSDOI
Simulation Study on the Effects of Impurities on the Phase Behavior, Transport Characteristics, and Compression Performance of CO
2
Xinfeng Qian, Xin Wang, Dacai Li +3
This study uses Aspen HYSYS to simulate the effects of N2, O2, and H2O impurities on CO2 compression, liquefaction, and pipeline transport in CCUS. Results show impurities alter thermodynamic properties, increase pressure loss, and raise co…
Peer-reviewed🌍 GlobalJournalAdvanced Sustainable Systems2026#CCUSDOI
Small is the New Large: Demonstration of how Microanalyses Elucidate Large‐Scale CO2 Uptake Through Mineralization
Faisal W. K. Khudhur, Ian B. Butler, S. Gilfillan
This paper reviews advanced imaging techniques (X-ray microCT, electron microscopy) for understanding CO2 mineralization at the microscale. It highlights correlative microscopy and machine learning, improves reactive transport modeling, and…
Peer-reviewedJournalTuijin Jishu/Journal of Propulsion Technology2026#CCUSDOI
Thermodynamics Guided Machine Learning Models for CO₂ desublimation temperature prediction
Ganti Srikanth, 𝑏 𝑎, G. Sudheer +1
This paper presents a three-tier study for predicting CO₂ desublimation temperature (CDDT) critical for cryogenic carbon capture and gas processing. It compares a thermodynamic model (Peng-Robinson EoS), standalone ML methods (DT, GPM, ANFI…
Peer-reviewed🌍 GlobalJournalCarbon Footprints2026#CCUSDOI
From cycling to climate benefit: a perspective on redefining CO
2
utilization for reduction and storage
Adeel Rafiq, S. Gheewala
This perspective redefines CCU beyond conventional cycling by outlining three strategic pathways: replacing high-emission fossil products, sourcing CO2 from biogenic streams for near-neutral cycles, and using CO2 as a hydrogen carrier for p…
Peer-reviewedJournalChemCatChem2026#CCUSDOI
Highly Selective Tandem Electrocatalytic and Thermocatalytic CO2 Reduction to Methanol Using Formic Acid as Intermediate
Florian Lhostis, Nathan De Riggi, N. Huan +3
This study presents a hybrid electro-thermocatalytic tandem process that converts CO2 to methanol via formic acid with high selectivity. A dendritic bismuth catalyst achieves >90% Faradaic efficiency for CO2-to-formic acid electroreduction,…
ConferenceOffshore Technology Conference2026#CCUSDOI
A Different Approach to Evaluate Dynamic Compatibility in Rock-scCO2-Brine Systems
G. Herrera, Y. A. D. de Itriago, S. Devier
This study proposes a novel method for dynamic compatibility testing in rock-scCO2-brine systems for CO2 storage in saline aquifers. Combining injectivity and coreflood tests, it evaluates fluid-rock interactions, permeability changes, and …
Peer-reviewedJournalEnergies2026#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-reviewedJournalNature2026#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…
Peer-reviewed🌍 GlobalJournalJournal 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-reviewedJournalIOP 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…
ConferenceOffshore Technology Conference2026#CCUSDOI
An Alternative for Injectivity Measurements in Secondary-Tertiary Recovery and CCUS Operations
G. García, F. Dubost, H. Dumont +6
This paper introduces a novel technology for in-situ injectivity testing in reservoirs, crucial for secondary/tertiary recovery and CCUS operations. It uses a modified deep transient testing technique with a surface-controlled circulating s…
Peer-reviewedJournalJournal of the American Chemical Society2026#CCUSDOI
Scalable Carbon Dioxide Capture Using Clay-Derived Zeolites via Atomic Rearrangement.
Jinlei Li, Junyan Li, Siyuan Fang +14
This study reports scalable synthesis of Linde Type A zeolite from halloysite clay via atomic rearrangement, achieving CO2 adsorption capacity of 5.0 mmol/g, high CO2/N2 selectivity (178), and robust cyclic stability. The transformation fro…
Peer-reviewed🌍 GlobalJournalNational Science Review2026#CCUSDOI
Kaolin-derived zeolite enables high-performance carbon capture with gigaton-scale potential
Jinlei Li, Junyan Li, Siyuan Fang +5
This study demonstrates that kaolin clay can be converted into high-performance LTA zeolite for CO2 capture, achieving record adsorption capacities across a wide concentration range (from ambient air to flue gas) with excellent cycling stab…