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.
📚 Peer-reviewed · JournalJournal of Building Pathology and Rehabilitation2026#CCUSDOI
Carbon capture and storage in concrete using fly ash and silica fume: An experimental and machine learning study
Siva Shanmukha Anjaneya Babu Padavala, Siva Avudaiappan, Subhashish Dey +2
This study experimentally and via machine learning explores carbon capture and storage (CCS) in concrete incorporating fly ash and silica fume. It builds predictive models from experimental data to identify optimal CCS conditions, contribut…
📚 Peer-reviewed · JournalChemical & Engineering News2026#CCUSDOI
Can we carbon-capture our way out of climate change?
David Anderson, Gina Vitale, Alex Scott, Fionna Samuels,...
This paper discusses the potential and limitations of carbon capture, utilization, and storage (CCUS) technologies in addressing climate change. It explores the effectiveness and implementation challenges of CCUS, concluding that it alone i…
📚 Peer-reviewed · JournalPetroleum Reservoir Evaluation and Development2026#CCUSDOI
Research progress on machine learning in CO2 enhanced oil and gas recovery and geological storage
Ye H.
This paper reviews recent advances in applying machine learning (ML) to CO2 enhanced oil recovery (EOR) and geological storage (CCS). ML techniques improve reservoir characterization, production forecasting, and optimization, supporting eff…
📚 Peer-reviewed · JournalCeramics International2025#CCUSDOI
Hydration characteristics of phosphoaluminate cement for carbon capture, storage and utilization(CCUS) well cementing and the mechanism of pore and compressive strength evolution
Yang S.
This study elucidates the hydration characteristics and the evolution of pore structure and compressive strength of phosphoaluminate cement, targeting its application in CCUS well cementing.
📚 Peer-reviewed · Conference2023 8th International Conference on Power and Renewable Energy Icpre 20232023#CCUSDOI
Economic assessment of a methane production approach integrated with the carbon capture of a coal power plant
Wang X.
This paper assesses the economic viability of integrating methane production with carbon capture from a coal power plant. It examines costs, efficiency, and the feasibility of such a CCUS approach.
🇨🇳 China📚 Peer-reviewed · JournalFuel2026#CCUSDOI
A study on porous synergistic liquid CO2 phase-transition fracturing of coal seams and its application in enhanced gas drainage
Xiaotong Lu, Yanbin Pei, Hongmin Yang +6
This study proposes a fracturing technique using liquid CO2 phase transition to enhance methane drainage from coal seams. The method uses CO2 as a fracturing fluid, potentially enabling CO2 storage while improving gas recovery. Field tests …
📚 Peer-reviewed · JournalChemRxiv2026#CCUSDOI
Are Atoms Enough? An Explainable Graph Neural Network for Carbon Capture and Gas Separation in Metal-Organic Frameworks
Abdulmujeeb T. Onawole
This paper introduces PoreGCN, a heterogeneous graph neural network that augments atom-only crystal graph representations with Voronoi-derived pore vertices for predicting gas adsorption and separation in MOFs. It achieves dramatic improvem…
📚 Peer-reviewed · JournalBiochemical Engineering Journal2026#CCUSDOI
Enhancing Caproic Acid Synthesis through CO2 Capture and Microbial Electrosynthesis: Role of Carbon-Based Electrodes
Pavithra S. Nair, Narnepati Krishna Chaitanya, Pritha Chatterjee
This study investigates the role of carbon-based electrodes in enhancing caproic acid synthesis through CO2 capture and microbial electrosynthesis. It evaluates the impact of different electrode materials on synthesis efficiency, aiming to …
📚 Peer-reviewed · JournalEnergy2026#CCUSDOI
Carbon capture and storage chains in Brazil: A multi-criteria assessment of the ethanol sector
Rachel Tamburini, A. Walter
This study evaluates carbon capture and storage (CCS) chains in Brazil's ethanol sector using a multi-criteria assessment. It considers economic, environmental, and technical factors to identify priorities and challenges for CCS deployment.
📚 Peer-reviewed · JournalResults in Engineering2026#CCUSDOI
Pyrolysis Upcycling of Sugarcane Filter Cake into Engineered Biochar for Low-Carbon Cement Composites: Process Optimization via RSM
Kampanat Momwit, Kunthakorn Khaothong, Penpichcha Sanit-in +6
This study optimizes the pyrolysis of sugarcane filter cake into engineered biochar for use in low-carbon cement composites using Response Surface Methodology (RSM). The process upcycles agricultural waste, sequesters carbon, and reduces th…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of CO2 Utilization2026#CCUSDOI
CCU pathways in Austria: A life cycle-based assessment of climate target compatibility and mitigation potentials
Alexander Paul Knaak, Philipp Wolf-Zöllner, Markus Lehner
This study evaluates nine CCU technologies for compatibility with Austria's 2030 and 2040 climate targets using harmonized life cycle assessment. Four technologies, including direct hydrogenation to methanol, meet 2030 criteria; by 2040 onl…
🇺🇸 USAPreprintZenodo2026#CCUSDOI
Wave-Driven Carbon Sequestration: System Requirements and Modeling
Srivastava, Ehina, Pokigo, Cecily, Patel, Kunj +7
This paper proposes CASHEW, a system integrating wave energy converters with carbon sequestration to pump CO2 into geological formations. It identifies structural and gravitational trapping in saline aquifers as feasible, models system perf…
🇪🇺 Europe📚 Peer-reviewed · JournalInternational Journal of Greenhouse Gas Control2026#CCUSDOI
A novel co-design framework for CO2 transport networks and booster station optimization: A case study of the Iberian Peninsula
Zwickl-Bernhard S.
This paper proposes a novel co-design framework that simultaneously optimizes CO2 transport network topology and booster station placement. A case study on the Iberian Peninsula demonstrates the framework's effectiveness in reducing costs a…
📚 Peer-reviewed · ConferenceProceedings of the ASME Turbo Expo2018#CCUSDOI
Humidified micro gas turbine for carbon capture applications: Preliminary experimental results with CO2 injection
Giorgetti S.
This paper reports preliminary experimental results of CO2 injection in a humidified micro gas turbine for carbon capture applications. It demonstrates potential performance improvements, though further validation is required for practical …
📚 Peer-reviewed · JournalKorean Journal of Chemical Engineering2026#CCUSDOI
Optimizing CCUS–Methanol Integrated Systems Using a Two-Stage Framework: Enhancing Profitability and Sustainability of Coal in the Carbon-Neutral Era
Hong J.
This study proposes a two-stage optimization framework for integrating CCUS with methanol production, aiming to enhance the profitability and sustainability of coal in the carbon-neutral era. The framework identifies optimal configurations …
🇨🇳 China📚 Peer-reviewed · JournalEnergies2026#CCUSDOI
Economic Feasibility Evaluation of CO2 Huff-and-Puff for Enhanced Recovery in Low-Productivity Coalbed Methane Wells
C R Yang, Zhiming Fang
This study evaluates the economic feasibility of CO2 huff-and-puff for enhanced coalbed methane recovery from low-productivity wells. Using a discounted cash flow model, it analyzes the impact of CO2 injection volume and soaking time on NPV…
🇪🇺 Europe📚 Peer-reviewed · JournalInternational journal of greenhouse gas control2026#CCUSDOI
Multicriteria decision analysis to predict potential sites for carbon capture and mineral storage: a pre-feasibility study in southeastern Sicily (Italy)
I. Castellari, E. Trumpy, C. Marieni +6
This study applies multicriteria decision analysis to identify potential sites for carbon capture and mineral storage (CCMS) in southeastern Sicily. It evaluates geological and logistical criteria to support CCMS deployment in a pre-feasibi…
🇺🇸 USA📚 Peer-reviewed · JournalACS Materials Letters2026#CCUSDOI
Constructing Polyamine-Rich Zr-Based Metal−Organic Frameworks via Linker-Vacancy Engineering for Carbon Capture
Junghye Lee, Luoxing Xiang, Lin Huang +1
This paper reports a method to construct polyamine-rich Zr-based MOFs via linker-vacancy engineering to enhance CO2 capture performance. It proposes a novel material design approach for carbon capture technology.
📚 Peer-reviewed · JournalUrban Science2026#CCUSDOI
Enhancing the Sustainability of Highway Maintenance in Egypt Through Carbon Capture and Storage: An AHP-Based Benchmarking Study
Sara El-Sayed Gabr, Mamdouh Y. Saleh, Ahmed H. Ibrahim +1
This study develops a model for evaluating highway maintenance sustainability in Egypt using AHP, integrating carbon management and value engineering. It calculates carbon emissions and disposal costs via CCS, enabling decision-makers to co…
📚 Peer-reviewed · JournalFuel2026#CCUSDOI
Study on carbon capture performance and reaction kinetics by phase-change absorbent of AEEA/DEEA/AMP
Chenyang Wang, Mengbo Wang, Lei Shao +1
This study analyzes CO2 capture performance and reaction kinetics using a phase-change absorbent composed of AEEA/DEEA/AMP. Based on experimental data, it evaluates absorption capacity and reaction rates, showing advantages over conventiona…