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 Materials Chemistry A2025#CCUSDOI
Advances in amine-functionalized metal organic frameworks for carbon capture
Xie F.
This review covers recent advances in amine-functionalized metal-organic frameworks (MOFs) for carbon capture, focusing on improvements in adsorption capacity, selectivity, and stability. It highlights material design strategies that enhanc…
📚 Peer-reviewed · JournalJournal of Sustainable Metallurgy2025#CCUSDOI
Application, Challenges, and Prospects of CCUS Technology in Steel Industry
Sun M.
This paper reviews the application, challenges, and prospects of CCUS technology in the steel industry, discussing current deployment and future potential for decarbonization.
📚 Peer-reviewed · JournalEarth Science Informatics2025#CCUSDOI
Porosity prediction using bagging ensemble machine learning in CCUS reservoirs. A case study: Darling Basin, Australia
Sandunil K.
This paper proposes a bagging ensemble machine learning method for porosity prediction in CCUS reservoirs, demonstrated on the Darling Basin, Australia. The approach aids efficient site selection for carbon storage.
📚 Peer-reviewed · JournalHuazhong Keji Daxue Xuebao Ziran Kexue Ban Journal of Huazhong University of Science and Technology Natural Science Edition2022#CCUSDOI
Technology route selection for carbon capture utilization and storage in coal-fired power plants
Liu F.
This paper focuses on the selection of CCUS technology routes for coal-fired power plants, comparing costs, efficiency, and feasibility to support practical decarbonization decision-making.
🌍 Global📚 Peer-reviewed · JournalZhongguo Huanjing Kexue China Environmental Science2024#CCUS
Carbon Capture, Utilization and Storage (CCUS) technology development status and application prospects
Yang P.J.
This paper reviews the current development status and future application prospects of Carbon Capture, Utilization and Storage (CCUS) technology. It summarizes technological trends in capture, transport, storage, and utilization, highlightin…
🌍 Global📚 Peer-reviewed · JournalAdvanced Sustainable Systems2026#CCUSDOI
Economic Assessment of Ocean Alkalinity Enhancement Through Electrodialysis: The Role of Carbon Credits in Comparing Solar Energy and Thermal Waste Technologies
Idiano D’Adamo, Gabriele Graziano, Francesco Ferella
This study assesses the economic feasibility of Ocean Alkalinity Enhancement (OAE) for CO2 removal by comparing solar energy (SE) and thermal waste (TEW) configurations under varying carbon credit prices and inflation. Using NPV for a 878 t…
📚 Peer-reviewed · JournalEnergy Strategy Reviews2026#CCUSDOI
Bioenergy with carbon capture and storage (BECCS) potential and impacts in Indonesia's electricity sector decarbonization
Yuwono B.
This paper assesses the potential and impacts of BECCS in decarbonizing Indonesia's electricity sector, highlighting its contribution to renewable energy goals and emission reductions, while also noting economic and infrastructure challenge…
🌍 Global📚 Peer-reviewed · JournalCase Studies in Construction Materials2022#CCUSDOI
Global carbon recoverability experiences from the cement industry
Amran M.
This paper compiles global case studies and insights on carbon capture, utilization, and storage (CCUS) in the cement industry. It reviews international projects and technological trends for reducing CO2 emissions in cement manufacturing, a…
📚 Peer-reviewed · JournalZaštita Materijala2026#CCUSDOI
Adsorption capacity of african pear seed (Dacryodes edulis) derived-activated carbon for sulfidic gases’ capture
W. Okologume, Omonigho Ovuakporaye
This study evaluates activated carbon from African pear seeds for sulfidic gas capture. The carbon achieved a maximum adsorption capacity of 2.96 mmol/g under optimal conditions. Isotherm analysis revealed heterogeneous adsorption. The mate…
📚 Peer-reviewed · JournalJournal of environmental chemical engineering2026#CCUSDOI
Data-driven design of activated carbons for CO2 capture: Uncovering pore structure-performance relationships via explainable machine learning
Bingjie Wang, Qiang Xie, Pengbo Cao +6
This study uses explainable machine learning to uncover relationships between pore structure and CO2 capture performance in activated carbons, proposing a data-driven materials design approach to accelerate CCUS technology.
🇨🇳 China📚 Peer-reviewed · JournalSeparation and Purification Technology2026#CCUSDOI
Clarifying the pressure regulation mechanism of CO2 desublimation: Enabling the development of cryogenic carbon capture
Shanlin Du, Weijie Cai, Zhaoxi Wang +6
This study clarifies the pressure regulation mechanism of CO2 desublimation, advancing the development of cryogenic carbon capture technology.
🇺🇸 USA📚 Peer-reviewed · JournalNature Sustainability2026#CCUSDOI
Human health effects of amine-based carbon capture and storage in the US electricity sector
Wilson H. McNeil, Robert A. Harley, Chelsea V. Preble +1
This paper evaluates air pollution and CO2 emission impacts of amine-based CCS retrofits at US coal and NGCC plants. Health benefits are substantial for coal plants with flue gas pretreatment, but using monoethanolamine without NH3 controls…
🌍 Global📚 Peer-reviewed · JournalEnergy & Fuels2026#CCUSDOI
Review on Carbon Capture and Utilization for Urea Production in Canada: Status, Challenges, and Prospects
Zainab Parween, Sohrab Zendehboudi, Noori M. Cata Saady
This review comprehensively examines the status, challenges, and prospects of applying carbon capture and utilization (CCU) technologies to urea production in Canada. It analyzes technical and economic barriers and highlights the need for p…
🇨🇳 China📚 Peer-reviewed · JournalMicroorganisms2026#CCUSDOI
A Critical Review on Microalgae-Enhanced Fountain Landscapes for Urban Carbon Capture
Ling Wang, Mingjing Zhang, Chenba Zhu +3
This review proposes retrofitting urban fountains into microalgae cultivation systems for carbon capture, aiming to reduce costs and enhance public climate literacy. It critically analyzes feasibility, highlighting multi-stakeholder value a…
🇨🇳 China📚 Peer-reviewed · JournalChemical Engineering Journal2026#CCUSDOI
Selective confinement of KOH within activated carbon cloth: A strategy for fast, low-temperature regenerable direct air capture
Kai Tang, H G Chen, Yuxiang Wu +4
This paper proposes a method to selectively confine KOH within activated carbon cloth for direct air capture (DAC), enabling fast, low-temperature regeneration. The approach enhances CO2 adsorption and desorption efficiency, offering a prom…
🇺🇸 USA📚 Peer-reviewed · Journal2026#CCUSDOI
Optimization of Wet Carbonation Parameters For Maximizing CO2 Uptake And Reactivity of Blast Furnace Slag For Low-Carbon UHPC
Weina Meng, Hammad Ahmed Shah
This study experimentally optimizes wet carbonation parameters for blast furnace slag to maximize CO2 uptake and reactivity, aiming to produce low-carbon ultra-high performance concrete (UHPC). It reveals how controlling carbonation conditi…
🌍 Global📚 Peer-reviewed · JournalClimate Policy2026#CCUSDOI
Analysing policy signals from the US, EU and UN regulations for the deployment of marine carbon dioxide removal
Coline Seralta, Emma Jagu Schippers, Yannick Perez +1
This paper reviews regulatory texts and policy documents from the US, EU, and UN regarding marine carbon dioxide removal (mCDR), categorizing them by whether they provide incentives or restrictions for research, innovation, pilots, demand, …
📚 Peer-reviewed · JournalMemoria Investigaciones en Ingeniería2026#CCUSDOI
Mitigating Climate Change
Haider Ali, Nomaan Akhtar, Saqib Shams +2
This review provides a comprehensive examination of carbon capture and separation techniques (CCST), covering direct air capture, post-combustion, pre-combustion, and chemical looping. It evaluates each technology's efficiency, scalability,…
📚 Peer-reviewed · JournalMaterials Research Proceedings2026#CCUSDOI
Fabrication of hollow fiber membranes via NIPS spinning system for CO2 capture
Muhammad Waseem
This paper presents the fabrication of hollow fiber membranes (HFMs) via non-solvent induced phase separation (NIPS) spinning for CO2 capture. Using polyethersulfone (PES) with polyethylene glycol (PEG) additive, asymmetric membranes with i…
🇪🇺 EuropePreprintResearch Square2026#CCUSDOI
Tracking CO2 and seismicity during offshore carbon capture and storage operations with fiber-optic sensors
Pascucci G, Bozzi E, Gaviano S +5
This study analyzes one year of DAS recordings from an offshore CCS project in the northern Adriatic Sea, Italy. DAS outperforms conventional seismometers in event detection and SNR, and can track CO2 migration within the wellbore, providin…