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-reviewedJournalChemical 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…
Peer-reviewed🌍 GlobalJournalAdsorption 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-reviewedJournalNew 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…
Peer-reviewed🌍 GlobalJournalFrontiers 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…
Peer-reviewed🇪🇺 EuropeJournalGéosciences2026#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-reviewedJournalFire2026#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-reviewedJournalEnvironmental 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-reviewedJournalBIO 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-reviewedJournalProcesses2026#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-reviewedJournal한국해양공학회지2026#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…
Peer-reviewed🌍 GlobalJournalAdvances 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, …
Peer-reviewed🌍 GlobalJournalSustainability2026#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-reviewedJournalLecture 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-reviewedJournalEnvironmental 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-reviewedJournalSustainability2026#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 …
Peer-reviewedCNJournalAIP 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-reviewedJournalAdvanced 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-reviewedJournalEnergies2026#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…
Peer-reviewed🌍 GlobalJournalSustainable 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…
Peer-reviewed🌍 GlobalJournalCanadian 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…