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.
🇪🇺 Europe📚 Peer-reviewed · JournalChemSusChem2026#CCUSDOI
Electrospinning of Softwood Kraft Lignin With Cellulose Acetate: Dye Adsorption, Carbonization, and Carbon Dioxide Capture
Unnimaya Thalakkale Veettil, Fengyang Wang, Mirva Eriksson +2
This study fabricates electrospun nanofibers from unfractionated softwood kraft lignin and cellulose acetate (up to 80% lignin). After carbonization, they achieve sequential dye adsorption (methylene blue, 19 mg/g) and CO2 capture (2.2 mmol…
🇯🇵→🌍 Japan-to-Global🇯🇵 Japan📚 Peer-reviewed · JournalEnergy and Climate Change2026#CCUSDOI
Development of a computable general equilibrium model representing direct air capture and carbon dioxide utilization
Osamu Nishiura, Shinichiro Fujimori, Ken Oshiro
This study develops a CGE model incorporating DAC and CCUS technologies. Under a 1.5°C scenario, DAC captures 14.3 GtCO2/yr (12.8 Gt for CDR, 1.51 Gt for synfuel). DACCS reduces economic impacts of emission cuts, but irrational synfuel choi…
Journal2026#CCUSDOI
Decision letter for "Efficient and Stable Electrochemical Carbon Capture via Integrated CO2 Absorption and Regeneration"
(著者不明)
This decision letter pertains to a study on electrochemical carbon capture that integrates CO2 absorption and regeneration for efficient and stable operation, highlighting progress in CCUS technology.
🇨🇳 China📚 Peer-reviewed · JournalMaterials2026#CCUSDOI
A Comparative Review of Biological, Electrochemical, and Membrane-Based Methods for Direct Ocean Carbon Capture
Zi Wang, Jiayu Zheng, Siyuan Guo +6
This review categorizes direct ocean carbon capture methods into biological, electrochemical, and membrane-based types, evaluating efficiency, energy consumption, cost, TRL, scalability, and challenges. Electrochemical methods achieve 60-85…
Journal2026#CCUSDOI
Review for "Efficient and Stable Electrochemical Carbon Capture via Integrated CO2 Absorption and Regeneration"
(著者不明)
This review focuses on efficient and stable electrochemical carbon capture via integrated CO2 absorption and regeneration. It suggests reduced energy consumption and enhanced long-term stability compared to conventional methods, marking a s…
🇺🇸 USA📚 Peer-reviewed · JournalBiomass and Bioenergy2026#CCUSDOI
Synthesis and characterization of porous carbon from Hawaii nut shells for effective CO2 capture
Xiaohan Liu, Yingyi Wang, Zhentao Chen +7
This paper synthesizes porous carbon from Hawaii nut shells and characterizes its properties. The material shows effective CO2 capture, offering a low-cost, sustainable approach to carbon capture technology.
DatasetOpen MIND2026#CCUSDOI
Research data supporting "Exploring Improved Supercapacitor Electrodes for Electrochemical Carbon Dioxide Capture"
Zhen Xu, Angus Pederson, Shunsuke Shimizu +5
This dataset supports research on supercapacitor electrodes for electrochemical CO2 capture. It includes materials characterization data for carbon materials and electrochemical data for supercapacitive swing adsorption, examining the influ…
🇨🇳 China📚 Peer-reviewed · JournalCarbon Capture Science & Technology2026#CCUSDOI
In-depth direct air capture integration to achieve zero-carbon and water data center
Yuxuan Zhang, Sheng Chen, 高敏成 +4
This study proposes integrating direct air capture (DAC) with data centers, using waste heat for DAC desorption to achieve net-zero carbon and water. A case study identifies conditions for zero-carbon and zero-water operation, such as an el…
🌍 Global📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Carbon Capture, Utilization, and Storage (CCUS): Technological Pathways for Decarbonizing the Oil and Gas Industry
Yyldyz Berdimyradova, Gurbanmyrat Gurbanmyradov
This paper evaluates the role of CCUS technologies in mitigating GHG emissions from the fossil fuel sector. It examines technical processes of CO2 capture, transport, injection into depleted reservoirs or saline aquifers, the economic viabi…
DatasetZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Supplementary Data for: Rethinking Maritime Carbon Capture: Onshore versus Onboard Solvent Regeneration
Author Author
This paper compares onshore versus onboard solvent regeneration for maritime carbon capture, offering insights for decarbonizing the shipping sector.
🇺🇸 USA📚 Peer-reviewed · JournalArchitecture2026#CCUSDOI
A CFD-Integrated Parametric Framework for Evaluating Passive Carbon-Capture Enclosure Performance
Md Shariful Alam, Narjes Abbasabadi
This study proposes a computational framework to integrate direct air carbon capture (DAC) into building design. Using CFD simulation on Rhino3D/Grasshopper, it evaluates how building enclosure geometry affects carbon absorption, using mass…
📚 Peer-reviewed · JournalArXiv.org2026#CCUS
Inducing Permutation Invariant Priors in Bayesian Optimization for Carbon Capture and Storage Applications
Sofianos Panagiotis Fotias, Vassilis Gaganis
This paper proposes a novel Gaussian process kernel (GP-Perm) that encodes permutation invariance for well placement optimization in CCS projects. The method handles permutation symmetries in group-controlled wells and demonstrates superior…
🇪🇺 Europe📚 Peer-reviewed · JournalChemRxiv2026#CCUSDOI
Scaling Carbon Removal to Gigaton Capacity using Pressurized Direct Air Capture
Ahmed Elsayed, Thaier Alawadh
This paper proposes a pressurized direct air capture (DAC) method that reduces contactor size by 70x and improves absorption capacity 7x and absorption speed 450x. By integrating mature technologies, it aims to scale carbon removal to gigat…
📚 Peer-reviewed · JournalComputers & Chemical Engineering2026#CCUSDOI
Resilient batch capture and storage siting for carbon networks under supply uncertainty
Lan Teng, Haoyu Zhang, Wenchao Bai +2
This paper examines resilient batch capture and storage siting for carbon networks under supply uncertainty. It proposes siting methods that remain effective under uncertain conditions, contributing to emission reduction targets.
🇨🇳 China📚 Peer-reviewed · Journalnpj Artificial Intelligence2026#CCUSDOI
MOFMeld: a structure–language fusion framework for MOF property prediction in carbon capture
Huajie You, Shengde Zhang, Liang Du +3
MOFMeld integrates a literature-grounded MOF-specialized LLM (MOFLLaMA) with crystal-aware embeddings for efficient screening of MOFs in carbon capture. It achieves competitive accuracy on six property targets with less data than GNN baseli…
🇺🇸 USA📚 Peer-reviewed · JournalACS electrochemistry.2026#CCUSDOI
Electrochemical Carbon Capture via Engineered Polarized Liquid–Liquid Interfaces
Abdelrahman Refaie, Ahmad Hassan, Mohsen Afshari +2
This study introduces an ITIES-based electrochemical pH swing system for membrane-free CO2 capture, achieving energy consumption as low as 62 kJ/mol CO2. Experimental and modeling results identify kinetic losses as the main limitation, high…
📚 Peer-reviewed · JournalJournal of Physics and Chemistry of Solids2026#CCUSDOI
Hydrogen and Carbon Dioxide Capture in Phenazine-Integrated Porous Organic Polymers
Rawan A. Al-Qahtani, Aqeel Ahmad, Othman Charles S. Al Hamouz
This study synthesizes novel porous organic polymers with phenazine integration for hydrogen and carbon dioxide capture. The materials demonstrate high selectivity and adsorption capacity, showing promise for CCUS applications.
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy & Fuels2026#CCUSDOI
Tailored Calcium Silicates Thin Films for Sustainable Carbon Capture Applications
Manuel Lorenzo Iozzia, Alberto Casu, Alberto Calloni +10
This study presents a novel solid-state approach using pulsed laser deposition to fabricate calcium silicate thin films from natural wollastonite. Nanofoam morphologies obtained in oxygen atmosphere exhibit enhanced wettability and rapid CO…
🇺🇸 USA📚 Peer-reviewed · JournalCarbon Capture Science & Technology2026#CCUSDOI
Mining Waste-Driven Carbon Capture via Ocean Alkalinity Enhancement
Nicholas Gregorich, Joseph Kalla, Mary Hannah Irwin +8
This study proposes a new ocean alkalinity enhancement strategy using mining waste for carbon capture. Simulated mining waste shows solubility of 75 mg/L in ASTM seawater, sequestering 118 mg CO2. Technoeconomic analysis estimates $266 per …
JournalZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Carbon Capture Using White Liquor in a Kraft Pulping Plant
Julia Cramstedt
This paper investigates carbon capture technology using white liquor, an alkaline solution generated in the kraft pulping process, to absorb CO2 from plant emissions. It explores the potential for integrating carbon capture into existing pu…