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-reviewedJournalEnvironmental science and pollution research international2026#CCUSDOI
Physiological changes in carbon sequestration and lipid production characteristics of microalgae under high CO2 domestication
Xinqing Gao, Longfei Yuan, Hui Yin Yeong +5
This study investigates physiological changes in microalgae under high CO2 domestication, focusing on carbon sequestration and lipid production. The findings suggest potential for enhanced carbon capture and biofuel production.
Peer-reviewedJournalChemCatChem2026#CCUSDOI
Progress of Research on Carbon Dioxide Hydro‐methanation in Thermal Catalysis and Elaboration of Its Mechanism: Review
Tingjie Fu, Bolang Li, Wei Wen +6
This review systematically summarizes recent advances in carbon dioxide hydrogenation to methane, a key CCUS technology, and elaborates its reaction mechanism. It provides theoretical references for catalyst development and process optimiza…
Peer-reviewedJournalApplied Sciences2026#CCUSDOI
DFT-Based Study of CO2 Adsorption Mechanism on Carbon Materials
Haoping Wan, Xinyu Wang, Fengqiang Miao +5
This study uses DFT to investigate CO2 adsorption on carbon materials, revealing that adsorption energies fall into three levels depending on bond formation (C=C, C=O, C-N). Functional groups like N and NH+ can optimize performance while ma…
Peer-reviewedJournalSinergi2026#CCUSDOI
Towards low-carbon ammonia: simulation and economic evaluation of blue ammonia with carbon utilization
Vibianti Dwi Pratiwi, Sukmawati Kunup, N. Aulia +2
This study simulates and evaluates a blue ammonia production process integrated with CCUS in East Java, Indonesia. It achieves a CO2 emission reduction of 1.06 tons per ton of ammonia, with a total annual cost of $82.25 million and levelize…
Peer-reviewedJournalCarbon Neutral Systems2026#Energy EfficiencyDOI
Advances of artificial intelligence applications to low-carbon metallurgy of iron and steel
Xidi Shang, Wuliang Yin, Jianxin Pan +4
This paper reviews advances in AI applications for low-carbon metallurgy in the steel industry. AI contributes to process optimization, emission reduction, and energy efficiency, supporting material transition. Steel decarbonization is a gl…
Peer-reviewedJournalKey Engineering Materials2026#CCUSDOI
Mechanism of Carbon Dioxide Adsorption on Gallate-Based Metal-Organic Frameworks
Marhaina Ismail, M. A. Bustam, Y. Yeong +1
This paper experimentally analyzes the CO2 adsorption mechanism on gallate-based MOFs. S-shaped isotherms indicate a gate-opening effect and multistep adsorption, classifying these MOFs as flexible. The intra-particle diffusion model sugges…
Peer-reviewed🌍 GlobalJournalEnergies2026#CCUSDOI
The Use of Modern Hybrid Membranes for CO2 Separation from Synthetic and Industrial Gas Mixtures in Light of the Energy Transition
A. Rybak, A. Rybak, J. Joostberens +1
This review critically evaluates modern hybrid membranes, particularly mixed-matrix membranes (MMMs), for CO2 separation from industrial gas mixtures in the context of energy transition and CCUS. MMMs incorporating nanofillers such as COFs,…
Peer-reviewedJournalJournal of Petroleum Technology2026#CCUSDOI
Technical Study Assesses Geological Carbon Storage in Brazilian Brownfields
C. Carpenter
This study assesses the technical feasibility of geological carbon storage in Brazilian brownfields, focusing on mature oil fields and saline aquifers. It evaluates storage capacity, containment, injectivity, and proximity to emissions sour…
Peer-reviewedJournalBioenergy Research2026#CCUSDOI
A Review on Carbon Dioxide Mitigation and Sustainable Energy Production Through Algal Biorefineries
Vishal Ahuja, N. A. Sagar, Deepak Sharma +5
This review examines the potential of algal biorefineries for carbon dioxide mitigation and sustainable energy production, focusing on integrated approaches for CO2 fixation and biofuel generation.
Peer-reviewed🇪🇺 EuropeJournal2026#CCUSDOI
Reducing Water Use and Carbon Footprint: working toward a circular economy
(著者不明)
This book presents technologies to reduce water use and carbon footprint within a circular economy framework, aligned with the European Green Deal and SDGs. It covers novel CO2 capture methods using water-soluble sorbents and FFH reagent, s…
Peer-reviewedCNJournalFrontiers in Climate2026#Energy TransitionDOI
From information to engagement in the Anthropocene: media’s role in low-carbon city transformation in China
Yan Wu, Pim Martens, Thomas Krafft
This study analyzes media's role in China's low-carbon city transformation using systems thinking and transdisciplinary insights. It finds that diverse reporting raises awareness but lacks depth due to shortage of trained journalists. Visua…
Peer-reviewedJournalACS Applied Materials and Interfaces2026#HydrogenDOI
To Carbon or Not to Carbon: Rethinking Electrode Design in Unitized Reversible Fuel Cells
Mahmoud M. Gomaa, P. S. A. Nopuo, M.A. Rodrigo +1
This study investigates the role of carbon-based microporous layers (MPLs) in unitized reversible fuel cells (URFCs) integrating the chlor-alkali process. Titanium felt electrodes with varying carbon loadings (1-3 mgC/cm2) were coated with …
Peer-reviewedJournalEnvironmental 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.
Peer-reviewed🌍 GlobalJournalApplied 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-reviewedJournalBIO 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-reviewedJournalArchives 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.
Peer-reviewed🌍 GlobalJournalChemCatChem2026#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-reviewedJournalChemBioEng 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-reviewedJournalInternational 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-reviewedJournalInternational 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.