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-reviewedJournalEnergy Conversion and Management: X2026#CCUSDOI
Multi-Criteria decision framework for commercial and advanced CO2 capture technologies: a data-driven review and assessment for industrial decarbonization
Shaima Al-Salmani, Muhammad Bilal, Muhammad Abdul Qyyum
This paper proposes a multi-criteria decision framework for evaluating commercial and advanced CO2 capture technologies, using a data-driven review to assess their applicability for industrial decarbonization.
Peer-reviewed🇪🇺 EuropeJournalWater2026#CCUSDOI
Dynamic Water-Energy-Carbon Trade-Off Optimization for Heavy Industry Decarbonization via Deep Reinforcement Learning: A UK Case Study
M. Hassan, M. B. Rasheed, Inam Ullah Khan +1
This study develops a dynamic Water-Energy-Carbon trade-off optimization model using Soft Actor-Critic deep reinforcement learning for industrial decarbonization. It quantifies the secondary burden of carbon capture on water and power syste…
Peer-reviewed🇪🇺 EuropeJournalCarbon Capture Science & Technology2026#CCUSDOI
Assessing CO2 Capture and Storage for the Decarbonization of a Bulgarian Cement Plant from an Environmental and Economic Perspective
José Luis Ares-Sainz, Ivaylo Bozhkov, Veronika Georgieva +2
This paper assesses the environmental and economic feasibility of CO2 capture and storage (CCS) for decarbonizing a Bulgarian cement plant. It provides a case study of a hard-to-abate sector and evaluates emission reductions and costs.
Peer-reviewedJournalChemical Engineering Science2026#CCUSDOI
Machine learning-based hybrid dynamic modeling and economic predictive control of carbon capture process for ship decarbonization
Xuewen Zhang, Kuniadi Wandy Huang, Dat-Nguyen Vo +3
This paper proposes a machine learning-based hybrid dynamic model and economic predictive control for carbon capture processes on ships. It aims to improve CO2 capture efficiency and reduce operational costs, contributing to decarbonization…
Peer-reviewedJournalEnergy Conversion and Management2026#CCUSDOI
Decarbonization of cement production in Türkiye: a techno-economic and risk analysis of CO2 capture technologies
Denizhan Guven, M. Ozgur Kayalica
This paper conducts a techno-economic and risk analysis of CO2 capture technologies for cement production in Turkey. It compares costs and feasibility of various capture methods, outlining pathways for decarbonization in this hard-to-abate …
Peer-reviewedCNJournalEnergy & Fuels2026#CCUSDOI
Formation of sI and sII Clathrate Hydrates via a Particle Fluidization Approach for Marine Decarbonization
Hao Peng, Ye Zhang, Zhaoyang Chen +4
This paper proposes a particle fluidization approach to form sI and sII clathrate hydrates for marine decarbonization. It is a collaborative work between Chinese research institutes and the National University of Singapore, offering a poten…
Peer-reviewed🌍 GlobalJournalAustralian Energy Producers Journal2026#CCUSDOI
Why Australia’s energy and decarbonisation goals can only be fulfilled with strategic new seismic acquisition
Simon Molyneux
Australia's energy security and decarbonization goals require reducing subsurface uncertainty for hydrocarbon exploration, CCS, and storage. Seismic data, particularly new acquisition, is critical as reprocessing is constrained by original …
Peer-reviewedJournalAustralian Energy Producers Journal2026#CCUSDOI
Reconciling gas production for energy security with CCS-enabled decarbonisation under Australia’s Future Gas Strategy
Amelia Sudirdja, Aiman Johan Ahmad Jaafar, Antonio Dimabuyu +3
Australia’s Future Gas Strategy aims to balance reliable gas supply with net-zero targets. This paper analyzes major Australian gas projects for CCS integration, evaluating costs of avoided emissions and impacts on project valuation. CCS is…
Peer-reviewedJournalInternational Journal for Research in Applied Science and Engineering Technology2026#CCUSDOI
Carbon Capture and Decarbonisation Strategies in the Petroleum Industry: A Qualitative Analysis
Abhinav Patil
This paper qualitatively analyzes carbon capture and decarbonisation strategies in the petroleum industry, exploring strategic features and challenges, offering insights for the energy transition.
Preprint🌍 GlobalInternational Journal of Innovative Science and Research Technology2025#CCUSDOI
The Hydrogen Economy and Carbon Capture Nexus: A Global Review of Pathways, Technologies, and Challenges
Ijeoma Charles, Akuma Oji, Obumneme Okwonna +1
This global review examines the nexus between the hydrogen economy and carbon capture, utilization, and storage (CCUS) technologies. It analyzes pathways from grey to blue hydrogen, integration of CCUS with SMR and ATR, and challenges for g…
Peer-reviewed🌍 GlobalJournalAustralian Energy Producers Journal2026#CCUSDOI
Direct injection, direct impact: cutting CCS costs for scalable decarbonisation
Callum Peace, Stephen Stokes, Katarina Van Der Haar
This paper examines direct CO2 injection technologies, comparing options like floating storage injection units and tower loading units. It demonstrates significant cost savings by eliminating intermediate storage and long pipelines, and hig…
Peer-reviewed🇪🇺 EuropeJournalOpen Research Europe2024#CCUSDOI
Public perception and acceptance of CCUS: preliminary findings of a qualitative case study in Greece
Stavrianakis K.
This paper presents preliminary findings of a qualitative case study on public perception and acceptance of CCUS in Greece. It reveals local concerns and expectations, highlighting the importance of social factors for successful CCUS deploy…
Peer-reviewedCNJournalEarth S Future2022#CCUSDOI
Assessing the Socio-Economic Effects of Carbon Capture, Utility and Storage Investment From the Perspective of Carbon Neutrality in China
Chen D.
This paper analyzes the socio-economic effects of CCUS investment for carbon neutrality in China. No abstract is provided.
Peer-reviewedJournalUnconventional Resources2024#CCUSDOI
Status and perspectives on CCUS clusters and hubs
Wang R.
This paper reviews the current status and future perspectives of CCUS clusters and hubs worldwide, discussing regional initiatives, economic feasibility, and policy support.
Peer-reviewedCNJournalFundamental Research2025#CCUSDOI
Accelerating the offshore CCUS to carbon-neutral China
Li J.
This paper examines the acceleration of offshore carbon capture, utilization, and storage (CCUS) to support China's carbon neutrality goals. It likely covers technical, economic, and policy dimensions, offering insights for large-scale depl…
Peer-reviewedCNJournalInternational Journal of Chemical Engineering2025#CCUSDOI
Research Hotspots and Evolution Trends of CCUS Policy in Industrial Field From the Perspective of Carbon Peaking and Carbon Neutrality Goals
Fan M.
This paper analyzes research hotspots and evolution trends of CCUS policy in the industrial field from the perspective of China's carbon peaking and carbon neutrality goals. Through literature review, it identifies policy research focuses a…
Peer-reviewed🌍 GlobalJournalPlos One2022#CCUSDOI
Community acceptance and social impacts of carbon capture, utilization and storage projects: A systematic meta-narrative literature review
Nielsen J.A.E.
This systematic meta-narrative review synthesizes literature on community acceptance and social impacts of CCUS projects. It finds that social, institutional, and trust factors are as critical as technical aspects. The study emphasizes the …
Peer-reviewed🌍 GlobalJournalSustainable Environment Research2022#CCUSDOI
A review on chemical precipitation in carbon capture, utilization and storage
Lin J.Y.
This review comprehensively outlines the role and technological progress of chemical precipitation in carbon capture, utilization, and storage (CCUS). It focuses on CO2 fixation mechanisms via carbonate mineralization and hydroxide precipit…
Peer-reviewedJournalCarbon Capture Science and Technology2022#CCUSDOI
A techno-economic review on carbon capture, utilisation and storage systems for achieving a net-zero CO2 emissions future
Hong W.Y.
This review provides a comprehensive techno-economic analysis of carbon capture, utilisation and storage (CCUS) systems for achieving net-zero CO2 emissions. It compares costs, efficiencies, and maturity levels of various technologies, high…
Peer-reviewed🌍 GlobalJournalJournal of Co2 Utilization2025#CCUSDOI
Progress of CCUS technology with enhanced oil recovery
Kang N.
This paper reviews the progress of carbon capture, utilization, and storage (CCUS) technology integrated with enhanced oil recovery (EOR). It likely covers technical, economic, and policy developments that leverage CO2 for oil extraction wh…