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 · JournalFire2026#CCUSDOI
Using Machine Learning to Predict the Performance of Brazilian Biomasses on Chemical Looping Combustion
Giovanny S. Oliveira, Antônio M. L. Bezerra, Domingos F. S. Souza +2
This study uses artificial neural networks to predict the performance of Brazilian biomasses in chemical looping combustion (CLC), a CCUS technology. Inputs include biomass characteristics and reactor temperature, accurately predicting carb…
📚 Peer-reviewed · JournalEnvironmental science and pollution research international2026#CCUSDOI
An enhanced methodology for hydraulic and thermodynamic analyses of the column performances of a flue gas decarbonization system.
H. Gohoho, T. Kopac, Yaşar Demirel
This study proposes an enhanced methodology for hydraulic and thermodynamic analyses of column performance in flue gas decarbonization systems. The improved approach increases analysis accuracy and supports optimization of CO2 capture proce…
📚 Peer-reviewed · JournalBIO Web of Conferences2026#CCUSDOI
Research Progress in CO
2
Bio-methanation Technology
Linrun Li, Rui Tang, Xin Cui +3
This review summarizes CO2 bio-methanation technology, focusing on biotic limiting factors such as microbial species, activity, and metabolic pathways. It discusses enhancement strategies (e.g., zero-valent iron, microbial electrolysis cell…
📚 Peer-reviewed · JournalProcesses2026#CCUSDOI
Investigation of CO2-CH4-H2O Diffusion in Gas Reservoirs: Combining Experimental Measurement and Molecular Dynamics Simulation
Zhouhua Wang, Xiaolong Zhou, Yun Li +6
This study combines experiments and molecular dynamics simulations to investigate CO2 diffusion in CO2-CH4-H2O systems under reservoir conditions. Diffusion coefficients decrease with pressure; water promotes CO2 enrichment at the gas-water…
📚 Peer-reviewed · Journal한국해양공학회지2026#CCUSDOI
Numerical Analysis of Re-liquefaction System for Liquefied CO
2
D. Han, Sunho Park
This study numerically analyzes a re-liquefaction system for boil-off gas from liquefied CO2 during transport and storage. Using one-dimensional thermal-fluid simulations (Thermal Desktop), it confirms stable pressure control and achieves a…
🌍 Global📚 Peer-reviewed · JournalAdvances in Colloid and Interface Science2026#CCUSDOI
Metal-organic frameworks and their derivatives for CO2 electrocatalysis: From methods and designs to products.
Sanusi Sule, Meng-Tao Zhou, Mulin Yu +6
This review systematically examines the interplay between design strategies and product selectivity in MOFs and MOF derivatives for electrochemical CO2 reduction. It emphasizes often-overlooked aspects such as metal nodes, organic linkers, …
🌍 Global📚 Peer-reviewed · JournalSustainability2026#CCUSDOI
Development of a Continuous High-Pressure CO2 to Precipitated Calcium Carbonate Reactor
Mohammad Ghaddaffi Mohd Noh, N. Y. Yuhana, Syazwan Onn +4
This study developed a continuous high-pressure CO2 mineral carbonation reactor for producing precipitated calcium carbonate (PCC). Optimizing the reactor design reduced particle size from 87/131 μm to 3.8/9.1 μm and achieved 100-hour stabl…
📚 Peer-reviewed · JournalLecture Notes in Education Psychology and Public Media2026#CCUSDOI
The Main Obstacles and Overcoming Paths for the Technical Development of CCS
Yicheng Zhang
This paper systematically reviews the current status and challenges of CCS technology in the context of global carbon neutrality. It identifies four key obstacles: technological maturity, economic feasibility, policy synergy, and social acc…
📚 Peer-reviewed · JournalEnvironmental Progress & Sustainable Energy2026#CCUSDOI
The influence of
TBAC
additive on performance of electrochemically mediated amine regeneration
Zhengxiong Jiang, Zhitao Han
This study systematically evaluates additives in electrochemically mediated amine regeneration (EMAR) for carbon capture. TBAC (tetrabutylammonium chloride) enhances CO2 absorption and desorption, achieving 19.48 kJ/mol CO2 at 100 A/m², dem…
📚 Peer-reviewed · JournalSustainability2026#HydrogenDOI
AI-Driven Catalyst Optimization in Methane Steam Reforming: A Hybrid HGBO–VIKOR and ConvLSTM Framework for Sustainable Hydrogen Production
Haitham Al Qahtani
This study proposes an AI framework integrating HGBO, VIKOR, and ConvLSTM to optimize catalyst-condition combinations in methane steam reforming for hydrogen production. Evaluated on 620 experimental cases, it achieves hydrogen yield up to …
CN📚 Peer-reviewed · JournalAIP Advances2026#Energy EfficiencyDOI
QPSO-optimized VMD-SE-transformer-BiLSTM for short-term air conditioning load forecasting in industrial buildings
Yingfeng Wei, Hui Chen, Ye Tian +9
This study proposes a hybrid forecasting framework integrating VMD-SE, Transformer, and BiLSTM, optimized by QPSO, for short-term air conditioning load in industrial buildings. Validated on real datasets from Hubei, China, the model achieve…
📚 Peer-reviewed · JournalAdvanced Functional Materials2026#CCUSDOI
Thermally Modified γ‐CD‐MOF Monoliths for Durable and Efficient One‐Step CO
2
Purification From Hydrocarbons
Shuting Fan, Kai Zhou, Qian Li +3
This study demonstrates thermally modified cyclodextrin MOF monoliths for durable CO2 removal from hydrocarbons. The thermal treatment creates a protective carbon coating, maintaining performance under 90% humidity for 30 days. The monolith…
📚 Peer-reviewed · JournalEnergies2026#CCUSDOI
Financial Potential of Life Cycle Assessment of Production of Biofuels via Hydrothermal Liquefaction Using Microalgae in Cement Industry
D. Echeverri, Victoria V. Beltrán, A. Mesa +2
This study conducts a life cycle assessment of biofuel production from microalgae via hydrothermal liquefaction using CO2 from the cement industry. Using OpenLCA, it shows a reduction of 3.91 kg CO2 per kg biofuel compared to diesel. Financ…
🌍 Global📚 Peer-reviewed · JournalSustainable Development2026#Energy TransitionDOI
Structural Industrial Transformation, Foreign Investment, and Environmental Sustainability in Africa: Pathways to Sustainable Development
Wu Ning, N. Alessa, Alhassan Dawuni
This study examines the relationship between industrialization, FDI, and environmental degradation across 48 African countries using PLS-SEM. It finds that industrialization significantly intensifies environmental degradation, while FDI exe…
🌍 Global📚 Peer-reviewed · JournalCanadian Journal of Chemical Engineering2026#Renewable EnergyDOI
Beyond hydrogen: Process design of a biogas steam reformer for Fischer–Tropsch synthesis
Rafael Belo Duarte, R. D. Barreto, J. Pimenta +1
This paper presents an analysis of a pilot-scale multi-tubular biogas steam reforming reactor as part of a sustainable aviation fuel (SAF) development project in Brazil. Using a validated power-law kinetic model for biogas reforming, the st…
📚 Peer-reviewed · JournalProcesses2026#Renewable EnergyDOI
Exergetic and Economic Analysis of Three Multi-Product Biorefinery Schemes for the Valorization of Agricultural Wastes: A Case Study of Colombia
Adrian Yaya-González, Daniela Alvarado-Barrios, Y. Peralta-Ruiz
This study designs and simulates three biorefinery schemes using corn stover in Colombia, evaluating exergy efficiency and economic viability. The best scenario (SCE03) produces xylitol, lignin, glutamic acid, and captures CO2, achieving an…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Concrete Structures and Materials2026#Energy TransitionDOI
Analysis and Comparison of CO2 Emission Mitigation Measures by the Cement Industry in Ibero-American Countries
J. Chaves, Lucas de Paula Vasques, Joao Henrique da Silva Rego +10
This study analyzes and compares CO2 emission mitigation measures in the cement industry across Ibero-American countries. It evaluates the effectiveness and implementation status of various measures and identifies region-specific challenges…
📚 Peer-reviewed · JournalAdvancement of science2026#CCUSDOI
Thermal Cyclotrimerization Bridges Polymer‐Filler Interfaces for High‐Performance CO2 Separation Membranes
Zhihong Lin, Kaifang Wang, Ziyi Yuan +5
This paper demonstrates a thermal cyclotrimerization strategy to simultaneously tune polymer microstructure and polymer-filler interface in mixed-matrix membranes (MMMs) for CO2 capture. Using MAF-stu-1 as a filler, the membranes achieve CO…
📚 Peer-reviewed · JournalEnergy Technology2026#CCUSDOI
High‐Performance CO
2
Adsorption of Nitrogen‐Doped Porous Carbons Synthesized From Coal Waste Precursors
Rui Qiao, Yunhe Ding, Yahao Zhang +6
Porous carbons synthesized from coal tar pitch, anthracite, lignite, and blue-coke via KOH activation and urea nitrogen doping exhibited ultrahigh specific surface area (up to 3304 m2/g) and hierarchical pores. Nitrogen doping improved CO2 …
📚 Peer-reviewed · JournalClean Technologies and Environmental Policy2026#CCUSDOI
Carbona: a sustainable approach to pollution-to-ink conversion
S. Chakraborty, Mun Majumder
This paper proposes Carbona, a sustainable technology that converts pollutants into ink. By capturing air pollutants or carbon dioxide and reusing them as ink, it contributes to circular economy and decarbonization.