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.
🌍 Global📚 Peer-reviewed · JournalACS Omega2026#CCUSDOI
Surface Engineering and Carbon Dioxide (CO <sub>2</sub> ) Adsorption in Graphene Oxide (GO)-Based Polymer Nanocomposites for Sustainable Capture Technologies
Lakshmi Thara, Rina Singh, Abhishek Mittal
This paper investigates carbon dioxide (CO2) adsorption using graphene oxide (GO)-based polymer nanocomposites. It explores surface engineering to optimize material design for enhanced CO2 capture efficiency, aiming at sustainable carbon ca…
📚 Peer-reviewed · JournalEnergy2026#CCUSDOI
Multi-objective optimization of the amine-based natural gas-fired post-combustion carbon capture process using machine learning surrogate modeling
Kiarash Hanifi, Mohammad Rahmani, M. Haghighi
This study proposes a multi-objective optimization framework for amine-based post-combustion carbon capture using machine learning surrogate modeling. It analyzes trade-offs between energy consumption and CO2 capture efficiency, enabling op…
🇨🇳 China📚 Peer-reviewed · JournalGlobal Decarbonisation2026#CCUSDOI
Research on the Application of Hollow Fiber Membrane Reactor for CO2 Absorption Based on Amino Acid Salt Solution in Carbon Capture Energy Tower
Zhaochuan Hou, Liqing Yang, Yang Zhu +1
This paper proposes converting existing closed cooling towers in buildings into carbon capture energy towers. Using hollow fiber membrane contactors with amino acid salt solutions, the system achieves efficient CO2 capture and reduces energ…
🌍 Global📚 Peer-reviewed · JournalMolecules2026#CCUSDOI
Electric Field Effects on Amine Regeneration in Post-Combustion Carbon Capture—Part I: Static Electric Fields as a Reference Mechanistic Baseline
N. D. Afify, Xianfeng Fan, Martin B. Sweatman
Amine-based carbon capture faces high energy costs for regeneration. Using quantum chemistry, this study shows that static electric fields stabilize CO2-amine products and raise regeneration barriers, revealing a mechanistic limitation for …
📚 Peer-reviewed · JournalApplied Thermal Engineering2026#CCUSDOI
Enhancing part-load performance of gas turbine combined cycles with post-combustion carbon capture using exhaust gas recirculation
Keying Li, Jinling Chi, Shijie Zhang
This paper explores exhaust gas recirculation (EGR) to improve part-load performance of gas turbine combined cycles with post-combustion carbon capture. EGR increases CO2 concentration in combustion air, potentially maintaining capture effi…
📚 Peer-reviewed · JournalInternational Communications in Heat and Mass Transfer2026#CCUSDOI
Performance analysis and optimization of integrated waste heat recovery for MEA-based onboard carbon capture and CO₂ liquefaction in marine applications
Kaan Hakan SAHIN, Asım Sinan Karakurt
This study analyzes and optimizes the integration of waste heat recovery with MEA-based onboard carbon capture and CO2 liquefaction in marine vessels, aiming to reduce energy penalty and enhance overall efficiency for maritime decarbonizati…
🌍 Global📚 Peer-reviewed · JournalEnergies2026#CCUSDOI
Decentralized Valorization of Associated Petroleum Gas via Modular Oxy-Combustion and Carbon Capture: A Scalable Strategy for Global Flaring Reduction
Gonzalo Chiriboga, Brandon Nunez, Carolina Montero +4
This study evaluates a modular oxy-combustion power system with integrated CO2 capture for associated petroleum gas in Ecuadorian Amazon oil fields. It achieves 33.1% thermal efficiency, 99.99% CO2 capture at 0.41 kWh/kg CO2, and provides 2…
📚 Peer-reviewed · JournalJournal of environmental chemical engineering2026#CCUSDOI
Microalgae-based direct air capture systems for carbon dioxide emission reductions in developing megacities: A techno-economic and policy analysis
W.M.S. Dayanath, I.M.S.K. Ilankoon, Shafeeq Ahmed Syed Ali +2
This paper presents a techno-economic and policy analysis of microalgae-based direct air capture (DAC) systems for CO2 emission reductions in developing megacities. It evaluates the economic feasibility and proposes policy frameworks to sup…
📚 Peer-reviewed · JournalJournal of Industrial and Engineering Chemistry2026#CCUSDOI
A sustainable chitosan-modified carboxymethyl cellulose hybrid adsorbent: Dual application in carbon dioxide capture and acid dye removal
Satyendra Singh, Santosh Kumar, Nazrul Hsan +3
This study develops a sustainable hybrid adsorbent from chitosan and carboxymethyl cellulose, demonstrating dual functionality for CO2 capture and acid dye removal. It shows potential for efficient CO2 capture using low-environmental-impact…
📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Green Chemistry Approaches to Carbon Capture and Utilisation: Transforming Industrial Emissions into Value-Added Products and Community Well-Being
Oluwakemi Jumoke Bello, Raphael Igbarumah Ayo Daniel, Olabanke Florence Olawuyi, Babajide David Makanjuola and Claret Chinenyenwa Analikwu
This review synthesizes 2019-2026 evidence on green chemistry approaches to carbon capture and utilisation (CCU), comparing capture technologies (amine absorption, membranes, ionic liquids) and conversion pathways (photocatalytic, electroch…
📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Carbon Capture and Synthetic E-Fuels: A Quantitative Chemical and Computational Study of E-Kerosene as a Sustainable Aviation Fuel
Avyaay Rathi
This paper presents a quantitative analysis of e-kerosene production via the Power-to-Liquid pathway using DAC and green hydrogen. Results show 88% lifecycle emission reduction (0.27 kg CO2/L average) with wind/solar electricity, but coal-b…
JournalZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
INTEGRASI CARBON CAPTURE AND STORANGE DALAM PENGENDALIAN EMISI GAS KARBON TERHADAP PEMBANGKIT LISTRIK TENAGA UAP
Rayi Kharisma Rajib, Yohan Asdul Aditama, Shealsy Ainunna Mei Pratiwi
This article examines the integration of Carbon Capture and Storage (CCS) as a legal and technical instrument to reduce emissions from coal-fired power plants in Indonesia. It evaluates the effectiveness of Indonesia's emission reduction fr…
📚 Peer-reviewed · JournalJournal of Energy Storage2026#CCUSDOI
Performance enhancement of coal-fired power plants with carbon capture system via the integration of thermal energy storage
Fei Liu, Heng Chen, Erli Dai +3
This paper examines performance enhancement of coal-fired power plants with carbon capture systems through integration of thermal energy storage. Although the abstract is unavailable, the approach likely improves CCS efficiency and operatio…
📚 Peer-reviewed · JournalSeparation and Purification Technology2026#CCUSDOI
Post-combustion carbon capture by vacuum pressure swing adsorption for liquefied natural gas cold energy utilization
Y. J. Wu, W.L. Wang, Y.X. Zhu +3
This paper proposes a post-combustion CO2 capture technology using vacuum pressure swing adsorption (VPSA) with LNG cold energy utilization. By using LNG cold energy for temperature control of the adsorbent, it improves energy efficiency. T…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Membrane Science2026#CCUSDOI
Ultrathin and efficient carbon capture membranes constructed with electrolyte mixtures of polyvinylamine and alkali metal hydroxides on the modified surface
Hao Zheng, Menglong Sheng, Yi Yang +5
This study presents a method to construct ultrathin and efficient carbon capture membranes using electrolyte mixtures of polyvinylamine and alkali metal hydroxides on a modified surface, aiming to enhance CO2 separation performance.
📚 Peer-reviewed · JournalResults in Engineering2026#CCUSDOI
Machine learning-guided design/optimisation of functionalized metal–organic frameworks for sustainable carbon capture and photocatalytic conversion
S. Sathish, Sanjana A, Jeeva Karthikeyan +4
This paper uses machine learning to guide the design and optimization of functionalized metal-organic frameworks for enhanced carbon capture and photocatalytic conversion, contributing to sustainable carbon management technologies.
🇨🇳 China📚 Peer-reviewed · JournalEnergy & Fuels2026#CCUSDOI
Review on Hydrophobic and CO <sub>2</sub> Selective Zeolites for Carbon Capture: Recent Advances and Future Perspectives
Hongtao Wang, Liangdi Jiang, Liang Huang +1
This review summarizes recent advances in hydrophobic and CO2-selective zeolites for carbon capture. It discusses zeolite properties, CO2 adsorption performance, and outlines future research directions.
🇨🇳 China📚 Peer-reviewed · JournalMultimodal Transportation2026#CCUSDOI
LCO2 shipping network planning for onboard carbon capture and storage: A hub location and vessel scheduling optimization framework
Lebing Wang, Chao Chen, Jian Gang Jin +4
This study proposes a two-stage optimization framework for LCO2 shipping network planning and vessel scheduling within an OCCS demonstration project. It uses a network flow model to minimize transport cost and a fleet deployment model to de…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Innovative Science and Research Technology (IJISRT)2026#CCUSDOI
Design and Implementation of Direct Air Capture Systems Based on Moisture Swing Adsorption for Efficient Carbon Dioxide Removal
Oluwatosin O Adewole, Taopheeck Yusuf, Victor Hammed +1
This paper presents a comprehensive design framework for large-scale direct air capture (DAC) systems using moisture swing adsorption (MSA), achieving 50-70% energy reduction compared to thermal swing. Levelized costs are estimated at $150-…
🌍 Global📚 Peer-reviewed · JournalSolar Energy2026#CCUSDOI
Integration of direct air capture with solar tower and chimney power plants: energy, economic and carbon assessments
Y. Elaouzy, Mustapha Soukri, Kumar Patchigolla +2
This study assesses the technical and economic feasibility of integrating direct air capture (DAC) with solar tower and chimney power plants, evaluating energy consumption, costs, and carbon removal potential. It highlights the synergy betw…