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 · JournalCarbon Capture Science and Technology2025#CCUSDOI
Decarbonizing Saudi Arabia energy and industrial sectors: Assessment of carbon capture cost
Rowaihy F.
This paper assesses the cost of carbon capture in Saudi Arabia's energy and industrial sectors for decarbonization. It evaluates the feasibility and economics of CCUS implementation.
📚 Peer-reviewed · JournalRecent Patents on Engineering2026#CCUSDOI
Development Frontier and Trend Prediction on Carbon Capture Technology
Fang S.
This paper reviews the development frontier and predicts trends in carbon capture technology (CCS/CCUS). It provides an overview of recent research progress and future directions.
📚 Peer-reviewed · JournalEnergies2025#CCUSDOI
Enhanced Oil Production Forecasting in CCUS-EOR Systems via KAN-LSTM Neural Network
Xia W.
This paper proposes a KAN-LSTM hybrid neural network for accurate oil production forecasting in CCUS-EOR systems. The method outperforms traditional approaches, supporting economic evaluation and operational optimization of CCUS projects.
📚 Peer-reviewed · JournalEnergies2023#CCUSDOI
A Systematic Review of Carbon Capture, Utilization and Storage: Status, Progress and Challenges
Liu E.
This systematic review examines the current status, progress, and challenges of Carbon Capture, Utilization and Storage (CCUS), offering insights for technology deployment and policy design in decarbonization.
📚 Peer-reviewed · JournalClean Technologies and Environmental Policy2026#CCUSDOI
Carbon dioxide capture, utilization, and storage: recent approaches, challenges, and future prospects toward a carbon-free world
Sultan N.S.
This review comprehensively examines recent approaches, challenges, and future prospects of carbon dioxide capture, utilization, and storage (CCUS) toward a carbon-free world. It discusses the role of CCUS in decarbonization and outlines ke…
📚 Peer-reviewed · JournalEnvironmental Science Advances2026#CCUSDOI
Synthesis, weathering and machine learning modeling of nutrient-doped fast-weathering silicate minerals for carbon capture, utilization and sequestration (CCUS)
Ali A.
This study synthesizes nutrient-doped fast-weathering silicate minerals and uses machine learning to model their weathering process for carbon capture, utilization, and sequestration (CCUS), aiming to enhance the efficiency of carbon remova…
📚 Peer-reviewed · JournalPetroleum Science2026#CCUSDOI
An integrated deep learning framework for full-cycle CCUS-EOR evaluation and optimization under carbon neutrality
Shen B.
This paper proposes an integrated deep learning framework for evaluating and optimizing the full cycle of CCUS-EOR (Carbon Capture, Utilization, and Storage with Enhanced Oil Recovery) under carbon neutrality goals. The deep learning approa…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Climate2022#CCUSDOI
Adapting the Technology Performance Level Integrated Assessment Framework to Low-TRL Technologies Within the Carbon Capture, Utilization, and Storage Industry, Part I
Mendoza N.
This paper proposes adapting the Technology Performance Level (TPL) integrated assessment framework to low Technology Readiness Level (TRL) technologies in the CCUS industry. Part I presents the theoretical basis and application procedure, …
📚 Peer-reviewed · JournalProcess Safety and Environmental Protection2025#CCUSDOI
Integrated decarbonization system for ethane cracking: Carbon capture, CO2 hydrogenation, solar-powered water electrolysis and methanol to olefins
Sun R.
This paper proposes an integrated decarbonization system for ethane cracking, combining carbon capture, CO2 hydrogenation, solar-powered water electrolysis, and methanol-to-olefins conversion to reduce emissions in the petrochemical sector.
📚 Peer-reviewed · JournalEnergy and Fuels2026#CCUSDOI
Thermophysical Properties of a CCUS Candidate Fluid
Ahmadi P.
This paper investigates the thermophysical properties of a candidate fluid for carbon capture, utilization, and storage (CCUS). It provides data on density, viscosity, thermal conductivity, etc., essential for designing CCUS systems.
🌍 GlobalJournalSociety of Petroleum Engineers SPE AAPG Seg Carbon Capture Utilization and Storage Conference and Exhibition Ccus 20262026#CCUS
Society of Petroleum Engineers - SPE/AAPG/SEG Carbon Capture, Utilization, and Storage Conference and Exhibition, CCUS 2026
(著者不明)
This conference focuses on the latest advances in carbon capture, utilization, and storage (CCUS) technologies, featuring technical presentations and exhibitions. While specific findings are not available, it covers a critical area for achi…
📚 Peer-reviewed · JournalIEEE Access2023#CCUSDOI
Low-Carbon Economic Dispatch of Integrated Electricity-Gas Energy System Considering Carbon Capture, Utilization and Storage
Liu X.
This paper formulates a low-carbon economic dispatch problem for an integrated electricity-gas energy system with carbon capture, utilization and storage (CCUS). It proposes an optimization method that balances system cost and emission redu…
🌍 Global📚 Peer-reviewed · JournalIEEE Transactions on Automation Science and Engineering2025#CCUSDOI
Sustainable Operation of CCUS Units Under Low-Carbon Economics
Song Z.
This paper explores methods for sustainable operation of CCUS units within a low-carbon economic framework. It focuses on balancing economic viability and environmental effectiveness, analyzing the impact of policy incentives.
📚 Peer-reviewed · JournalJournal of Petroleum Exploration and Production Technology2025#CCUSDOI
Predicting viscosity of CO2–CH4 binary mixtures using robust white-box machine learning frameworks: implication for carbon capture, utilization, and storage
Alatefi S.
This paper presents robust white-box machine learning frameworks to predict the viscosity of CO2–CH4 binary mixtures with high accuracy, supporting CCUS process design and optimization, particularly for CO2 transport and storage efficiency.
CN📚 Peer-reviewed · JournalSouthern Energy Construction2023#CCUSDOI
Development of CCUS Technology in the Context of Carbon Neutrality and Assessment of the Potential for Offshore Storage in Guangdong Province
Luo H.
This paper addresses the development of CCUS technology in the context of carbon neutrality and assesses the offshore storage potential in Guangdong Province, China. It identifies suitable sea areas for CO2 storage based on geological chara…
CN📚 Peer-reviewed · JournalEarth S Future2025#CCUSDOI
Spatial Heterogeneity of Plant-Level CCUS Investment Decisions in China's Cement Industry Under Various Policy Incentives
Mao Y.
This study analyzes plant-level CCUS investment decisions in China's cement industry, evaluating how various policy incentives and spatial heterogeneity affect adoption and scale. It highlights the need for region-specific policy design.
📚 Peer-reviewed · JournalProcesses2026#CCUSDOI
Study on Cement Carbonation Resistance and Reinforcement in CCUS-EOR
Cao Y.
This study investigates cement carbonation resistance and reinforcement in CCUS-EOR contexts, aiming to improve cement durability under CO2-rich conditions for enhanced oil recovery.
CN📚 Peer-reviewed · JournalACS Omega2023#CCUSDOI
Advancing “Carbon Peak” and “Carbon Neutrality” in China: A Comprehensive Review of Current Global Research on Carbon Capture, Utilization, and Storage Technology and Its Implications
Li H.
This comprehensive review examines global research on carbon capture, utilization, and storage (CCUS) technology in the context of China's carbon peak and neutrality goals. It synthesizes current progress and identifies challenges, offering…
📚 Peer-reviewed · JournalHydrogen Switzerland2023#CCUSDOI
LCA Analysis Decarbonisation Potential of Aluminium Primary Production by Applying Hydrogen and CCUS Technologies
Peppas A.
This study applies LCA to assess decarbonisation potential of aluminium primary production using hydrogen and CCUS technologies. It quantifies GHG reduction from switching from coal-based processes to hydrogen and carbon capture routes.
📚 Peer-reviewed · JournalPetroleum Exploration and Development2023#CCUSDOI
Carbon emission reduction accounting method for a CCUS-EOR project
WANG F.
This paper proposes a carbon emission reduction accounting method for CCUS-EOR projects, detailing quantification of net reductions including capture, transport, injection, storage, and avoided emissions from enhanced oil recovery.