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 · JournalEnvironmental science and pollution research international2026#CCUSDOI
Optimization of chemically activated carbon derived from malt bagasse for CO₂ adsorption: a simplex-centroid approach
Giovanna C Carlos, L. H. Crespo, Pedro H C Voloch +5
This study optimizes activated carbon from malt bagasse for CO2 adsorption using simplex-centroid design. NaOH-activated carbon achieved 2.83 mmol/g at 273 K, showing potential for sustainable CO2 capture from industrial by-products.
🌍 Global📚 Peer-reviewed · JournalApplied and Computational Engineering2026#CCUSDOI
CO Green Hydrogenation to Methanol and Process Design
Hongbin Huang
This paper systematically reviews catalytic systems and process design for CO2 hydrogenation to methanol. Efficient catalysts and low-cost green hydrogen are keys to industrial application, offering a promising CCUS pathway.
📚 Peer-reviewed · JournalBIO Web of Conferences2026#HydrogenDOI
Ammonia Production Processes in the Context of Hydrogen Pathway Evolution and Industrial Decarbonization
Kaoutar Eddarraji, Achraf El Kasmi
This review examines ammonia production processes in the context of hydrogen pathway evolution, analyzing gray, blue, and green hydrogen technologies for environmental performance, technological maturity, and economic constraints. It conclu…
📚 Peer-reviewed · JournalArchives of Microbiology2026#CCUSDOI
Integrated algal systems for industrial CO2 mitigation: advances, challenges, and prospects in environmental biotechnology
Shailendra Kumar Singh, Abhijeet Sharma, Shanthy Sundaram
This paper reviews advances and challenges of integrated algal systems for industrial CO2 mitigation, discussing the potential of algae-based biotechnology for carbon capture and utilization and prospects for environmental sustainability.
🌍 Global📚 Peer-reviewed · JournalChemCatChem2026#CCUSDOI
Modeling and Simulation of Combined CO2 Capture and Hydrogenation to Methanol at Atmospheric Pressure and Low Temperature
Sofia Angeli, Huidong Xu, Tobias Beger +4
This study reports modeling and simulation of combined CO2 capture and hydrogenation to methanol using a bifunctional catalyst with amine and Pt sites. Kinetic models from TGA and steady-state hydrogenation are coupled with a transient reac…
📚 Peer-reviewed · JournalChemBioEng Reviews2026#CCUSDOI
Preparation and Modification of Cellulose Nanomaterials Applied in CO
2
Capture: A Review
Weiyun Wang, Can Zhou, Hangyu Huang +2
This review summarizes preparation methods and modification strategies for cellulose nanomaterials used in CO2 capture. It compares the impact of cellulose sources and preparation techniques on adsorption performance, evaluates materials li…
📚 Peer-reviewed · JournalInternational Journal of Scientific Research in Science and Technology2026#Energy TransitionDOI
Integrating Renewable Energy Systems with Circular Carbon Technologies for Sustainable Energy Transitions: An Overview
P. Joseph, S. Priyadarshini, G. Sailaja +2
This paper overviews the integration of renewable energy systems with circular carbon technologies (CCS, CCU, BECCS, synthetic fuels). Renewables power carbon capture processes, and captured CO2 is converted into fuels and chemicals, closin…
📚 Peer-reviewed · JournalInternational Journal of Environmental Science and Technology2026#HydrogenDOI
Anaerobic membrane biofilm reactor offers an opportunity against low H2 solubility for the ex-situ methanation process
M. Kozak, E. Köroğlu, Z. Zaimoğlu +1
This study proposes an anaerobic membrane biofilm reactor to overcome low hydrogen solubility in ex-situ methanation, enhancing methane production efficiency and offering a pathway for carbon capture and utilization.
📚 Peer-reviewed · JournalChemical Communications2026#CCUSDOI
Photocatalytic upcycling of captured carbon dioxide: current research progress and future directions.
Shichao Zhang, Panpan Li, Hanghang Liu +5
This review systematically summarizes advances in integrated CO2 capture and photocatalytic conversion systems. It evaluates compatible capture media such as amine-based solid adsorbents and MOFs, analyzes the kinetic mismatch between captu…
🌍 Global📚 Peer-reviewed · JournalAdsorption Science & Technology2026#CCUSDOI
Recent advances in activated carbons for CO
2
capture: Structure–performance relationships and future perspectives
Siavash Pasvei, Seyed Ali Hosseini Moradi, Farzad Namvar
This review integrates findings from 30 representative studies on activated carbon (AC) sorbents for CO2 capture (2022–2025). Ultramicropores (<0.7 nm) dominate adsorption, with capacities up to 9 mmol g⁻¹. Nitrogen and sulfur functional gr…
📚 Peer-reviewed · JournalNew Energy Exploitation and Application2026#HydrogenDOI
Techno‑Enviroeconomic Modeling of a Solar‑Green Hydrogen System with Industrial Wastewater Reuse via Integrated Hourly Simulation‑LCA‑DCF
Irtaza Bashir Raja, Yasir Ahmad, Tariq Feroze +1
This study develops a closed-loop solar-green hydrogen system that recycles industrial wastewater, achieving 90% water recovery. It reduces LCOE from 0.10 to 0.0866 USD/kWh and avoids approximately 157,000 tCO2-eq emissions. The framework i…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Sustainable Food Systems2026#Supply ChainDOI
Generative AI-enabled adaptive material reintegration framework for proactive circular economy waste reclamation in food industrial ecosystems
Rasha M. Abd El-Aziz, Wael Z. El‐sayad, David Neels Ponkumar Devadhas +2
This study proposes a proactive AI framework integrating TG-CVAE, PRL layer, and TG-RDPSO for food waste reclamation, addressing temporal variability and multi-objective optimization. Experiments on the Global Food Wastage Dataset show 10-1…
🇪🇺 Europe📚 Peer-reviewed · JournalGéosciences2026#CCUSDOI
An Integrated Geophysical Approach to Characterise the Behaviour of a Fault Zone in Relation to Fluid Migration During CO2 Geological Storage: The Case of the Matzaccara Fault in the Sulcis Coal Basin (Sardinia)
V. Volpi, C. Bellezza, D. Civile +12
This paper presents a preliminary study applying an integrated geophysical approach to characterize the Matzaccara Fault for CO2 geological storage. It uses seismic full-waveform simulations and multiple geophysical methods to select a safe…
📚 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…