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-reviewedJournalACS Applied Materials and Interfaces2026#CCUSDOI
Advances in Continuum Modeling of Gas Permeation in Mixed-Matrix Membranes.
Mehdi Ghasemi, G. M. Monsalve-Bravo, Suresh K. Bhatia +3
This review establishes a continuum-scale framework for modeling gas permeation in mixed-matrix membranes (MMMs), critically examining existing permeation models and offering a unified description of transport mechanisms. It highlights adva…
Peer-reviewedJournalEnergy & Fuels2026#CCUSDOI
Subsurface
Microbial Gas Formation in Geoenergy Systems:
A Review of Mechanisms, Applications, and Future Perspectives
Milad Khashay, Alireza Ramandi, E. Esmaeilnezhad
This review integrates metabolic pathways and reservoir-scale processes of subsurface microbial gas formation (CH4, CO2, H2, N2), linking them to EOR, underground H2 storage (UHS), CCUS, and depleted reservoir reuse. Microbial activity can …
Peer-reviewedJournalInternational Journal of Molecular Sciences2026#CCUSDOI
Deep Eutectic Solvents for Ammonia Capture and Detection: Molecular Design, Absorption Mechanisms, and Analytical Applications: A Brief Review
B. Satanova, D. Kalmanova, Aizhan Zhexembayeva +8
This review synthesizes molecular design strategies, thermodynamic and atomistic absorption mechanisms, process-scale modeling, and sensing applications of deep eutectic solvents (DESs) for ammonia (NH3) capture and detection. It classifies…
Peer-reviewedJournalSafety Science and Technology2026#CCUSDOI
Membrane Gas Separation for CO
2
Capture From Flue Gas: Materials, Modules, Processes, and Application Prospects for Coal‐Fired Power Plant Retrofitting
Jin-Qiang Liang, Z. Jia, Yi-Yang Hong +6
This review integrates the full chain of flue-gas CO2 membrane separation, from materials and modules to process design. PVAm composite membranes exceed 1000 GPU permeance with CO2/N2 selectivity of 50–200; multi-stage systems reach >96% pu…
Peer-reviewedJournalEnergy2026#CCUSDOI
Comprehensive Solvent Evaluation for Post-Combustion Carbon Capture in Cement Decarbonization: 4E Analysis, Machine Learning, Life Cycle Assessment and Sensitivity Analysis
Farzin Hosseinifard, Mohsen Nasrollahi, Mohammad Ebadollahi +1
This study comprehensively evaluates solvents for post-combustion CO2 capture in cement decarbonization. It integrates 4E (energy, exergy, economic, environmental) analysis with machine learning, life cycle assessment, and sensitivity analy…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#CCUSDOI
Green hydrogen-driven isothermal Li4SiO4-based integrated carbon capture and utilization for methane production: A thermodynamic assessment
Ruqi Zhang, Mingkai Liu, Yunlian Liu +6
A thermodynamic assessment of an isothermal Li4SiO4-based integrated carbon capture and utilization process that converts CO2 into methane using green hydrogen. It evaluates the feasibility of coupling carbon capture with methanation for hy…
Peer-reviewed🇨🇳 ChinaJournalJournal of the American Chemical Society2026#CCUSDOI
Unlocking Water as Docking Sites in Covalent Organic Frameworks for Enhanced Physisorptive Carbon Capture under Wet Conditions
He Li, Xiansong Shi, Wei Zhao +5
This study presents a physisorptive moisture-enhanced carbon capture (MECC) using covalent organic frameworks (COFs) with Brønsted-acidic squaramide linkages. The squaramide linkage and pore size disrupt water hydrogen bonds, converting wat…
Peer-reviewedJournalSeparation and Purification Technology2026#CCUSDOI
Feasibility study of a novel tetraamine-appended MOF for industrial-scale carbon capture
Henry Steven Fabian-Ramos, Arvind Rajendran, Petr A. Nikrityuk
A feasibility study of a novel tetraamine-appended MOF (metal-organic framework) for industrial-scale CO2 capture. Though no abstract is available, it positions solid sorbents as a lower-energy alternative for carbon capture, potentially re…
Peer-reviewedJournalInternational journal of greenhouse gas control2026#CCUSDOI
Integrating carbon capture in pulp mills towards negative CO2 emissions: a review and case study on technologies and capture potential
Daniel Klüh, Eemeli Anetjärvi, Mario Mero Plaza +6
A review and case study examining technologies and capture potential for integrating carbon capture into pulp mills to achieve negative CO2 emissions. It shows how combining CCS with biogenic emission sources can let energy-intensive indust…
🇪🇺 EuropeJournalLUTPub (LUT University)2026#CCUS
The role of carbon capture, utilisation and storage technologies in climate change mitigation
Katariina Buure
This dissertation examines CCUS as a sociotechnical phenomenon across social, political and economic dimensions, drawing on Finnish media discourse and policy interviews in Finland and the Baltics. It finds regulatory uncertainty and heavy …
Peer-reviewed🇨🇳 ChinaJournalLangmuir2026#CCUSDOI
Preparation of Amino Acid-Functionalized Carbon Nanotubes and Study of Their Carbon Dioxide Capture Performance
Xiaoqin Li, Xin He, Yulin Li +7
Arginine-functionalized multi-walled carbon nanotubes (Arg-MWCNTs) were prepared as a solid acid catalyst to reduce energy demand in CO2 desorption from MEA solutions. At 87°C in 30 wt% MEA, 0.3 g of Arg-MWCNTs increased CO2 desorption by 4…
Peer-reviewed🇪🇺 EuropeJournalChemical & Engineering News2026#CCUSDOI
Yara opens Europe’s largest carbon capture facility
Craig Bettenhausen
Fertilizer giant Yara has launched Europe's largest carbon capture facility, capturing CO2 from its ammonia production process. The project demonstrates industrial-scale CCUS deployment and its integration with European decarbonization poli…
Peer-reviewed🌍 GlobalJournalACS ES&T Engineering2026#CCUSDOI
Navigating the Carbon Landscape: The Economic and Environmental Footprint of Carbon Capture and Sequestration
Yogendra Kumar, Diksha Praveen Pathak, Jitendra S. Sangwai
This review evaluates CCS across the full life cycle—capture, transport, and sequestration—integrating technical feasibility, environmental performance (GWP, EROI), and cost metrics for onshore and offshore storage. Capture technologies are…
Peer-reviewed🇨🇳 ChinaJournalSustainable materials and technologies2026#CCUSDOI
Innovative dual-benefit recycling and sustainable management of red mud, carbide slag and desulfurized gypsum via developing low-carbon clinker-free binders
Guoju Ke, Yuyang Huang, Yancong Zhang +2
This work develops low-carbon, clinker-free binders from industrial wastes—red mud, carbide slag, and desulfurized gypsum—aiming for dual benefits of waste recycling and reduced cement-related CO2. It offers a materials pathway for decarbon…
Peer-reviewedJournalArchives of Civil and Mechanical Engineering2026#CCUSDOI
Transforming industrial wastes into low-carbon and high strength geopolymers: the role of MEROS® ash as a supplementary alkaline-activator and BOF-steel slag
Mahfuz Pekgöz, İlker Tekin
A materials study on producing low-carbon, high-strength geopolymers from industrial wastes using BOF steel slag and MEROS® ash as a supplementary alkaline activator. It offers a cement-substitution pathway to cut embodied carbon in constru…
🌍 GlobalDatasetMendeley Data2026#CCUSDOI
Experimental Dataset of Ultra Low-Carbon Concrete for Performance Prediction and Machine Learning Applications
Suliman Khan, Safat Al-Deen, Chi King Lee
This dataset presents 7,090 experimental data points from 65 ultra-low-carbon concrete (ULCC) mix designs, covering fresh, mechanical, and durability properties plus embodied carbon (ECE) and energy (EEC). It provides a foundation for machi…
Peer-reviewedJournalActa Polytechnica CTU Proceedings2026#CCUSDOI
Low-carbon cement, LC3, as a sustainable binder
Andrea Jančíková, Simona Ravaszová, Michal Křištof +1
This study compares Limestone Calcined Clay Cement (LC3) with ordinary Portland cement (CEM I) in hydration, mechanical performance, and microstructure. LC3 showed delayed setting and lower 7-day strength but surpassed CEM I at 28 days in c…
Peer-reviewedJournalCommunications in Humanities Research2026#CCUSDOI
The Role, Challenges, and Future Prospects of CCS in Global Climate Governance
Yuncheng Guo
This paper reviews the status, applications, challenges, and prospects of CCS in global climate governance. It examines CCS use in hard-to-abate sectors like steel, cement, and chemicals, plus negative emission technologies such as BECCS an…
DatasetZenodo2026#CCUSDOI
Data and code for "Electrochemical-Fidelity Propagation in Dynamic Carbon Routing of an MCFC–CCS–Methanol System: Origin-Resolved Allocation Between Methanol and Geological Storage"
KEÇECİ, Ahmet, HELVACI, Hüseyin Utku
A frozen data-and-code release supporting a study on dynamic carbon routing in an integrated MCFC–CCS–methanol system. It includes electrochemical modules, a validated reduced model for cryogenic CO2 purification, a 24-h multiobjective opti…
Peer-reviewedJournalChemical Engineering Journal2026#CCUSDOI
Molecular regulation of CO2 mineralization via amino acid salts for coupled fly ash utilization and polymorph-controlled CaCO3 synthesis
Wang C.
This study uses amino acid salts to regulate CO2 mineralization at the molecular level, coupling fly ash utilization with polymorph-controlled CaCO3 synthesis. It demonstrates a route that combines carbon fixation with valorization of an in…