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 · JournalInternational Journal of Mining Science and Technology2026#CCUSDOI
Developing low-carbon mine backfill: Performance optimization and carbon storage using CO2 nanobubble and high-volume fly ash
Xiaoxiao Cao, Haoyan Lyu, Feng Ju +5
This study investigates performance optimization and carbon storage in low-carbon mine backfill using CO2 nanobubbles and high-volume fly ash. It is a promising approach for CO2 fixation in construction materials.
CN📚 Peer-reviewed · JournalCarbon Energy2026#CCUSDOI
Porous Carbon Materials for Carbon Dioxide Capture
Zhifu Liu, Chuhan Fu, Tao Qi +4
This review systematically summarizes pore structure construction strategies for porous carbon materials (PCMs) for CO2 capture. Ideal pore features include specific surface area >1000 m2/g, total pore volume >0.5 cm3/g, high proportion of …
📚 Peer-reviewed · Journal2026#CCUSDOI
Case Study of Carbon Capture, Utilization, and Storage for Enhanced Oil Recovery and Environmental Sustainability in Sudanese Oil Fields (CCUS-EOR)
Ahmed Nagm, Ahmed Ali, D. Mohammed Noor +1
This study presents an economic evaluation model for CCUS-EOR in the Muglad Basin of Sudan, using CMG simulations to compare development scenarios. Results show substantial potential for large-scale CCUS-EOR, with success dependent on carbo…
🌍 Global📚 Peer-reviewed · Journal2026#CCUSDOI
Review Carbon Capture, Utilization, and Storage (CCUS) in Transition: New Directions, Market Forces, and Future Pathways
Hesham Moubarak, Alireza Bigdeli, Coşkun Çetin +1
This comprehensive review assesses CCUS technology development, market trends, and deployment challenges. Current global operations capture 145 MtCO2/year across 25 facilities, with 130+ projects planned—a fourfold increase since 2015 but s…
🌍 Global📚 Peer-reviewed · Journal2026#CCUSDOI
Advanced Multiphysics Modelling for Carbon Capture and Underground Storage: A Comprehensive Technical Review
Jorge Saldana, Cenk Temizel
This comprehensive review covers advanced multiphysics modeling for carbon capture and underground storage, including THM coupling, geochemistry, induced seismicity, cap-rock integrity, and monitoring. It integrates theory and field cases t…
📚 Peer-reviewed · JournalSeparation and Purification Technology2026#CCUSDOI
Techno-economic analysis of pressurized absorption carbon capture for biogas upgrading
Q. Hong, X.H. Chen, Y. Wu +4
This paper conducts a techno-economic analysis of pressurized absorption carbon capture for biogas upgrading. It evaluates costs and efficiency, providing insights for CCUS deployment.
🌍 Global📚 Peer-reviewed · Journal2026#CCUSDOI
Monetizing Flare Gas in the GCC: Low-Carbon Conversion Pathways and Policy-Aligned Deployment
Mahmoud Al Mughairi, Muhammad Abdul Qyyum
This paper analyzes low-carbon conversion pathways for flare gas in GCC countries, comparing monetization methods including CCUS. It proposes a practical screening framework, three-layer framework, and techno-economic evaluation models. It …
🇨🇳 China📚 Peer-reviewed · Journal2026#CCUSDOI
CO2-Assisted Cold Production: A Sustainable Pathway Achieving Heavy Oil Recovery and Carbon Neutrality
Yao Wang, Liguo Zhong, Aiwu Yuan +3
This study integrates a surfactant-CO2 composite system for heavy oil recovery with carbon sequestration. Field trials in 52 wells achieved a 66.7% increase in daily oil production, 11,700 tons of CO2 storage, and an input-output ratio of 1…
📚 Peer-reviewed · ConferenceSPE Conference at Oman Petroleum & Energy Show2026#CCUSDOI
AI-Driven Intelligent CO2 Capture System for Decarbonization in Hard to Abate Industrial Sectors Towards Oman Vision 2040
Ahmad Saeed, Mahmoud Al Mughairi, Ala'a Al Muhtaseb
This study proposes an AI-based CO2 capture system using chemical absorption that adapts to fluctuating flue gas compositions. A tuned Random Forest regression model maps inputs to performance metrics, enabling quick screening of feasible o…
📚 Peer-reviewed · JournalOcean Engineering2026#CCUSDOI
Quantitative risk analysis for onboard carbon capture system and port reception of CO2
Buqing Wang, Jiaqi Niu, Ye Ning +5
This paper conducts a quantitative risk analysis for onboard carbon capture systems and the port reception of captured CO2. It identifies key challenges and safety requirements for implementing ship-based carbon capture and handling, contri…
📚 Peer-reviewed · JournalMaterials Today Chemistry2026#CCUSDOI
Porphyrin-based metal-organic frameworks for photocatalytic CO2 reduction: Structural innovation, mechanistic insights, and sustainable pathways toward carbon neutrality: A comprehensive review
Fang-Yu Liang, Yen-Ping Peng, Po-Jung Huang
This comprehensive review examines porphyrin-based metal-organic frameworks (MOFs) as photocatalysts for CO2 reduction. It covers structural innovations, mechanistic insights, and sustainable pathways toward carbon neutrality, highlighting …
🇨🇳 China📚 Peer-reviewed · JournalColloids and Surfaces A Physicochemical and Engineering Aspects2026#CCUSDOI
The study of carbonation mechanisms in cement matrix under carbon capture and storage condition: A multiscale study integrating reactive force field molecular dynamics simulation and experiments
Yujie Ying, Miaomiao Hu, Ming Liu +2
This study investigates carbonation mechanisms in cement matrix under carbon capture and storage (CCS) conditions, using a multiscale approach integrating reactive force field molecular dynamics simulations and experiments. It provides insi…
🇨🇳 China📚 Peer-reviewed · JournalCommunications Earth & Environment2026#CCUSDOI
Cost‑effective offshore carbon capture, utilization and storage deployment and transport network optimization in southern China
Pengfei Xiong, Shu Jiang, Kai Zhang +8
This study develops a phased deployment framework for offshore CCUS in southern China, using a two-stage optimization model that integrates geological constraints and GIS network optimization. Analyzing emissions from 23 cities and offshore…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Hazardous Materials2026#CCUSDOI
Waste-derived elastic carbon catalysts for integrated CO2 capture and cycloaddition to cyclic carbonates
T. H. Wang, Zhipeng Ren, Wenyu He +7
This study proposes an integrated approach for CO2 capture and conversion to cyclic carbonates using waste-derived carbon catalysts. The elastic structure of the catalyst enables efficient cycloaddition, eliminating separate capture and con…
🇨🇳 China📚 Peer-reviewed · JournalJournal of environmental chemical engineering2026#CCUSDOI
Highly selective CO2 capture over N2 on amine impregnated oxidized granular carbon
Nitin Goyal, Peng Gao, Liying Liu +4
This study develops CO2 capture technology using amine-impregnated oxidized granular carbon, demonstrating high selectivity over N2 and efficient CO2 separation. It contributes to CCUS advancement.
🇨🇳 China📚 Peer-reviewed · JournalCarbon Neutrality2026#CCUSDOI
Enhancing CO2 hydrate kinetics with cost-effective calcium-based montmorillonite for carbon capture
Hongyu Ye, Peng Dong, Mengya Niu +4
This study explores the use of montmorillonite (mmt), an abundant and cheap natural material, to enhance CO2 hydrate kinetics for carbon capture. Systematic experiments show that 1 wt% acid-leached mmt achieves a CO2 capture capacity of 93.…
🇨🇳 China📚 Peer-reviewed · JournalFrontiers in Marine Science2026#CCUSDOI
China’s marine carbon sink capacity assessment and potential projection: a machine learning approach
C B Li, Ning Yan, Yixiong He
This study assesses China's marine carbon sink capacity using panel data from 11 coastal provinces (2005-2022) and a machine learning framework (XGBoost + SHAP). The Green Development scenario yields the highest potential (4.006 MtC annuall…
🇨🇳 China📚 Peer-reviewed · JournalApplied Energy2026#CCUSDOI
Cooperative bargaining-based integrated electricity and gas system planning with CCUS
Ang Xuan, Xinwei Shen
This paper proposes a cooperative bargaining-based approach for planning integrated electricity and gas systems with CCUS. It aims to balance the interests of multiple stakeholders while achieving efficient system design and carbon reductio…
🇨🇳 China📚 Peer-reviewed · JournalScientific African2026#CCUSDOI
Biochar-driven circular bioeconomy in South Africa: Waste valorization for climate and socioeconomic resilience
Patrick T. Sekoai, Olivier Habimana
This review critically examines the socioeconomic opportunities for integrating biochar into South Africa's waste-to-resource systems and proposes a strategy for widespread adoption. It finds that biochar has a dual function: climate change…
🇨🇳 China📚 Peer-reviewed · JournalGas Science and Engineering2026#CCUSDOI
CO2 hydrates for integrated energy exploitation, carbon sequestration, and geological restoration: Review and prospect
Faping Liu, Lijia Li, Zhilin Qi +5
This review evaluates the integrated potential of CO2 hydrates for energy recovery and carbon sequestration, summarizing mechanisms of methane hydrate replacement and geological restoration, and outlining future research directions.