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 · JournalMaterials 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-reviewed · JournalRevista 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-reviewed · JournalGreenhouse 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…
🌍 Global📚 Peer-reviewed · JournalAdvanced 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-reviewed · JournalTuijin 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…
🌍 Global📚 Peer-reviewed · JournalCarbon 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-reviewed · JournalChemCatChem2026#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-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…
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-reviewed · JournalJournal 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…
🌍 Global📚 Peer-reviewed · JournalNational 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…
CN📚 Peer-reviewed · JournalGlobal Environmental Change2026#CCUSDOI
Achieving carbon neutrality in China via carbon capture and storage with onshore-offshore geological storage
Xin Wen, Zezheng Li, Yu Liu
This study explores the potential of carbon capture and storage (CCS) with both onshore and offshore geological storage to achieve carbon neutrality in China. It likely assesses storage capacity, costs, and policy implications.
🇺🇸 USA📚 Peer-reviewed · JournalEnergies2026#CCUSDOI
A Life Cycle Costing Approach of Potential Carbon Capture and Storage at the Hunter Unit 3 Coal-Fired Power Plant, Utah
Kevin L. McCormack, Ethan Gallup, Palash Panja +4
This study presents a life cycle costing assessment of a CCS retrofit at a Utah coal plant. Under current policies, the project appears economically viable with a payback period of roughly five years, driven by federal tax credits. Sensitiv…
📚 Peer-reviewed · JournalRSC Advances2026#CCUSDOI
Synergizing advanced materials and artificial intelligence for next-generation carbon capture, utilization, and storage (CCUS): a review
Somia Mazhar, Muhammad Waseem Mumtaz, M. El Oirdi +5
This review covers advancements in CCUS through advanced materials and AI/ML. It discusses biochar and nanomaterial adsorbents for CO2 capture, MOFs and graphene catalysts for utilization, and mineral carbonation for storage. AI/ML enables …
🌍 Global📚 Peer-reviewed · JournalThe Innovation2026#CCUSDOI
Carbon capture using chemical absorption: Absorbent intergenerational evolution, process innovation, and large-scale application
Zhen Wang, Song He, Yuemeng Li +1
This review establishes a three-dimensional framework for carbon capture via chemical absorption: absorbent evolution, process integration, and industrial demonstration. Regeneration energy has decreased to ~2.0 GJ/t CO2 but temperatures re…
📚 Peer-reviewed · JournalEnvironmental science and pollution research international2026#CCUSDOI
Strategies for mitigating carbon dioxide emissions: advanced carbon capture and storage technologies
M. Safdar, Aqsa Mushtaq, Samiullah Akram
This paper reviews strategies for mitigating CO2 emissions using advanced carbon capture and storage (CCS) technologies. It discusses the current state, challenges, and deployment potential of various CCS approaches.