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 · JournalDiscover Sustainability2026#CCUSDOI
Patent landscape analysis on the use of artificial intelligence in carbon capture and utilization technologies
Supriya Gandhale, Shashwati Wankar, S. Pohekar +5
This study provides a comprehensive patent landscape analysis of AI integration in carbon capture and utilization (CCUS) technologies, identifying key trends, leading countries and assignees, and innovation hotspots. It highlights how AI ad…
🌍 Global📚 Peer-reviewed · JournalJournal of Environmental Management2026#CCUSDOI
Advances in carbon capture, conversion, and utilization: A review of sustainable chemical production pathways.
Sandeep R. Sahu, N. Vishwakarma, N. Sharma +5
This review examines the current state of carbon capture, conversion, and utilization (CCCU) technologies, focusing on sustainable chemical production pathways. It covers capture methods and conversion to valuable products such as methanol,…
📚 Peer-reviewed · JournalFundamental Research2026#CCUSDOI
Accelerating amine-based CO2 capture with machine learning: From molecular screening to process optimization
Ping Yang, Xiaoman Yu, Kyriakos C. Stylianou +2
This paper reviews machine learning applications for amine-based CO2 capture, from molecular screening to process optimization. Key breakthroughs include improved prediction accuracy in liquid systems and identification of novel adsorbents …
ConferenceOffshore Technology Conference2026#CCUSDOI
Autonomous AI System for Real-Time CO2 Integrity Monitoring and Dynamic Optimization in the CCUS Ecosystem
P. Saini, U. Biradar, K. Sonawane +4
This paper presents an AI-powered digital solution for real-time monitoring and optimization of the CCUS value chain, integrating machine learning with physics-based models to detect anomalies and leaks automatically. Field tests show a 30–…
CN📚 Peer-reviewed · JournalTheoretical and Natural Science2026#CCUSDOI
Research Progress on Carbon Dioxide Geological Storage
Jingheng Liu
This paper systematically reviews the mechanisms of CO2 geological storage in various formations (deep saline aquifers, depleted oil/gas reservoirs, unmineable coal seams, basalts) and summarizes implementation effects and applicable condit…
🌍 Global📚 Peer-reviewed · JournalLab on a Chip2026#CCUSDOI
Lab-on-a-chip insights: advancing subsurface flow applications in carbon management and hydrogen storage.
Junyi Yang, Nikoo Moradpour, Lap Au-Yeung +1
This review highlights microfluidic (lab-on-a-chip) technologies for advancing subsurface fluid dynamics in CCUS, enhanced oil recovery, and underground hydrogen storage. It discusses visualization of pore-scale phenomena, integration with …
🌍 Global📚 Peer-reviewed · JournalAdvanced Functional Materials2026#CCUSDOI
Scalable High Performance Flat Sheet Adsorbents for Gas Capture
Samser Shaikh, Fangming Xiang, Khaled Baamran +6
This paper reports roll-to-roll fabrication of flat-sheet adsorbents using an amidoxime-functionalized polymer (PIM-1-AO) without binders, coated on non-woven supports. The process scales from lab to production, achieving CO2 uptake of 2.5 …
🇺🇸 USA📚 Peer-reviewed · JournalJournal of Petroleum Technology2026#CCUSDOI
SCCO2/Brine Injection or WAG Couple With Saltwater-Disposal Wells for Carbon Sequestration
C. Carpenter
This paper reviews simultaneous SCCO2-brine injection and water-alternating-gas (WAG) methods for geological carbon sequestration, proposing a novel integration with saltwater-disposal wells. The SAI-WAG strategy leverages existing infrastr…
ConferenceCONFERENCE 20262026#CCUSDOI
Effect of H2S on the Occurrence of Hydrogen Induced Cracking in SAWL Pipes Designated for CO2 Transport within CCUS Projects
Thomas Haase, Christoph Bosch, René Rüter
This study experimentally investigates the effect of hydrogen sulfide (H2S) on hydrogen induced cracking (HIC) in SAWL pipes for CO2 transport in CCUS projects. Resistance limits based on pH and H2S concentration were established for X65 an…
📚 Peer-reviewed · JournalAIChE Journal2026#CCUSDOI
Hybrid‐energy driven decarbonization transition in cement production: Process modeling and techno‐economic analysis
Wen Sun, Liang Teng, Yiming Xuan +2
This study proposes a 'Green Loop Cement Plant' concept using a hybrid-energy driven CO2 capture and utilization system (HE-CCCU) that integrates calcium looping with in situ dry reforming of methane. Process modeling shows 90% CO2 reductio…
CN📚 Peer-reviewed · JournalProcesses2026#CCUSDOI
Supercritical CO2 Pipeline Leakage Localization Detection Based on the Negative Pressure Wave Method and Cross-Correlation Analysis
Bing Chen, Hong Feng, Chunli Tang +5
This study proposes a leakage detection method for supercritical CO2 pipelines using negative pressure wave and cross-correlation analysis, addressing small leak detection challenges. Validated with Yanchang oilfield model, it achieves rela…
📚 Peer-reviewed · JournalSocial Science Research Network2026#CCUSDOI
Hub Only Pipeline Topology Architecture Standard (HOPT-AS)
Arnab Sinha
This standard defines a hub-only CCUS architecture where emitters capture CO₂ in solid form and only centralized hubs handle gaseous CO₂. It lowers entry barriers for small emitters, reduces pipeline length and permitting complexity, and pr…
📚 Peer-reviewed · JournalSPE Journal2026#CCUSDOI
Study on Gas-Phase State Evolution and Dynamic Mechanism of High-Temperature and -Pressure Microfluidic-Saturated CO2 Mixture System
Xiaohua Tan, Xiao Jun Zhou, Peng Xu +1
This study developed a high-temperature, high-pressure microfluidic platform to visualize and quantify gas-phase evolution during CO2 depressurization under reservoir conditions. Three key stages were identified: gas precipitation, coalesce…
📚 Peer-reviewed · JournalEnvironmental Progress & Sustainable Energy2026#CCUSDOI
Co‐optimization of
CO
2
flooding and storage technology in low permeability reservoir
Jiatie Cai, Di Wu, Xing Xu +3
This study develops a mathematical and physical model for CO2 flooding and storage in low-permeability reservoirs, analyzes dynamic evolution, and uses multi-objective particle swarm optimization to optimize injection parameters. Results sh…
🌍 GlobalKuwait Oil & Gas Show2026#CCUSDOI
Synergistic Phased Development: Integrating Sour Gas Production and CO2-EOR for Enhanced Recovery in Carbonate Reservoir
S. Kamal, R. Nirwana, M. Farhan +3
This study proposes a phased development plan integrating sour gas production (45 mol% CO2) with CO2-EOR in a carbonate reservoir. Using compositional simulation, it shows incremental oil recovery from 25% to 38% and storage of 0.95 TSCF CO…
📚 Peer-reviewed · JournalIEEE transactions on industry applications2026#Energy TransitionDOI
Fuzzy Inference-Based Power System Planning Considering Collaborative Decarbonization on the Supply-Demand Side
Chenxi Zhang, Yi Yang, Jing Qiu +2
This paper proposes a two-stage decarbonization framework for power systems that integrates supply-side retrofitting of coal plants with CCUS and power-to-gas, and demand-side carbon response using an enhanced emission flow model for indust…
📚 Peer-reviewed · JournalFluids2026#CCUSDOI
Study of Supercritical CO2 Pipeline Flow Leaks: Effects of Equation of State, Impurity, and Outlet Diameter
Krishna Kant, C. Habchi, Martha Hajiw-Riberaud +2
This study investigates supercritical CO2 pipeline leaks for CCUS, analyzing how impurities (N2, CH4, Ar) affect mass flow rate and decompression wave propagation using CFD. A real-fluid model validated against experiments provides insights…
📚 Peer-reviewed · JournalIbero-Latin American Congress on Computational Methods in Engineering (CILAMCE)2026#CCUSDOI
Topology Optimization applied to the Impeller-Diffuser Design of Centrifugal Compressors considering 3D Domains
Camilo andres Plata Uribe, Emílio Carlos Nelli Silva
This study applies topology optimization to impeller-diffuser design in centrifugal compressors for CCUS, using a multi-objective function to minimize energy dissipation and maximize pressure recovery. Results show that turbulence modeling …
🇺🇸 USA📚 Peer-reviewed · JournalEnergies2026#CCUSDOI
Numerical Analysis of CO2 Storage Associated with CO2-EOR Utilization in Unconventional Reservoirs
B. Sennaoui, Kegang Ling
This study presents a numerical investigation of CO2 utilization for enhanced oil recovery (EOR) and associated CO2 retention in unconventional reservoirs, using the Bakken Formation as a case. A compositional reservoir model simulates CO2 …
📚 Peer-reviewed · JournalDrying Technology2026#Energy EfficiencyDOI
Digital twin-enabled multi-agent control for energy-efficient wood drying in desiccant-assisted heat pump systems
Kshitij Bhatta, Muhammad Waseem, Mingzhe Liu +3
This paper proposes a digital twin framework for wood drying in desiccant-assisted heat pump (DAHP) systems. Combining high-fidelity physics models with multi-agent reinforcement learning (MARL), it reduces total energy consumption by 43.2%…