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 · 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…
🌍 Global📚 Peer-reviewed · Conference2025 25th Conference of the Electric Power Supply Industry Cepsi 20252025#CCUSDOI
Analysis of the Development of the CCUS against the Background of the Low-carbon Transformation of Coal-fired Power Generation
Nan L.
This paper analyzes the development of CCUS technology in the context of low-carbon transformation of coal-fired power generation. It examines technological progress, policy support, and economic viability, highlighting opportunities and ch…
📚 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.
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalJournal of Petroleum Technology2026#CCUSDOI
TCP and Acidizing Operation Achieved Into Depleted Gas Reservoir for CCUS Project
C. Carpenter
This case study presents successful TCP and acidizing operations in a highly depleted volcanic gas reservoir for a CCUS project in Japan's Hirai field. The work involved oriented perforation, mud loss prevention with CaCO3, and integration …
🇨🇳 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 …
🌍 Global📚 Peer-reviewed · JournalChemRxiv2026#CCUSDOI
Data-efficient protein language models craft ultrastable carbon-capture enzymes beyond evolution
Ravi Kumar Verma, Yaiza Serrano, Wisely Chua +5
This study develops a family-specific, fine-tuned protein language model for α-carbonic anhydrases (αCAs) and integrates experimental validation to engineer ultrastable carbon-capture enzymes. The lead variant remains stable at 95°C and sho…
📚 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…
🌍 GlobalPreprintResearch Square2026#CCUSDOI
Continuous Gas-to-Liquid Conversion for Carbon-Efficient Electroreduction of CO2
Wang C, Zhou C, Shen H +8
This paper reports a continuous gas-to-liquid electrochemical system for converting CO2 into formate with >90% carbon conversion efficiency, overcoming the low single-pass conversion challenge. A regeneration protocol mitigates byproduct ac…
🇪🇺 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 …
🌍 Global📚 Peer-reviewed · JournalEnergy Strategy Reviews2026#CCUSDOI
Drivers and barriers to social acceptance of carbon capture, utilisation and storage: A systematic literature review of survey-based studies
del Río P.
This systematic literature review examines survey-based studies on social acceptance of carbon capture, utilisation and storage (CCUS). It identifies key drivers (e.g., perceived benefits, trust) and barriers (e.g., risk perception, lack of…
🇨🇳 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…