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.
🇨🇳 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…
🌍 GlobalJournalFrontiers2026#CCUSDOI
Bringing Carbon Capture to Scale: A Framework for Matching Chemistry to Context
Steve Griffiths
This paper reviews five major industrial carbon capture technologies at TRL 4+: absorption, adsorption, membrane, cryogenic, and electroswing. It provides a framework for matching chemistry to context, supporting scale-up decisions. The wor…
📚 Peer-reviewed · JournalApollo (University of Cambridge)2026#CCUSDOI
Exploring Improved Supercapacitor Electrodes for Electrochemical Carbon Dioxide Capture.
Zhen Xu, Angus Pederson, Shunsuke Shimizu +5
This study introduces a new porous carbon for electrochemical CO2 capture, featuring both micro- and mesoporosity. It outperforms the commercial benchmark YP80F with faster CO2 adsorption and lower energy consumption, highlighting the role …
📚 Peer-reviewed · JournalEnergy2026#CCUSDOI
Techno-Economic Feasibility and Life Cycle Carbon Assessment of an Integrated Bioenergy Driven Direct Air Capture for Sustainable Hydrogen Carrier Production
Mahmoud Kiannejad Amiri, Mohammad Moosazadeh, ChangKyoo Yoo
This study assesses the techno-economic feasibility and life cycle carbon impact of an integrated bioenergy and direct air capture (DAC) system for producing sustainable hydrogen carriers. It provides insights into the economic viability an…
🇯🇵 Japan📚 Peer-reviewed · JournalACS Sustainable Chemistry & Engineering2026#CCUSDOI
Impact of Low CO <sub>2</sub> Concentration on Autotrophic Production of Poly[( <i>R</i> )-3-hydroxybutyrate] by <i>Ralstonia eutropha</i> H16 and Synergistic Effect of Carbonic Anhydrase
Chih-Ting Wang, Ramamoorthi M Sivashankari, Yuki Miyahara +1
This study investigates the autotrophic production of poly[(R)-3-hydroxybutyrate] (P(3HB)) by Ralstonia eutropha H16 under low CO2 concentrations. At 1.4 vol% CO2, P(3HB) concentration reached 2.71 g/L with 77 wt% content. Overexpression of…
🇨🇳 China📚 Peer-reviewed · JournalBiomass and Bioenergy2026#CCUSDOI
Sustainable N-doped ultramicroporous carbon derived from waste bamboo shoot shells via low-corrosivity activation for high-efficiency CO2 capture
Quanfei Liao, Dengpan Nie, Tianxiang Zhao +2
This study synthesizes N-doped ultramicroporous carbon from waste bamboo shoot shells using a low-corrosivity activation method, demonstrating high-efficiency CO2 capture. The sustainable material offers potential for GX applications.
🇨🇳 China📚 Peer-reviewed · JournalEnergy2026#CCUSDOI
Low-carbon power generation from multiple fuels: Thermodynamic and economic analysis of power plants integrating CLC with supercritical CO2 cycle
Yu Liu, Chaoli Zhang, Qiang Hao +3
This paper analyzes the thermodynamic and economic performance of power plants integrating chemical looping combustion (CLC) with supercritical CO2 cycles for low-carbon power generation from multiple fuels. It evaluates trade-offs between …
🇨🇳 China📚 Peer-reviewed · JournalJournal of Sustainable Cement-Based Materials2026#CCUSDOI
A microbial mineralization-based strategy for activating low-carbon recycled concrete powder: mechanical properties and hydration behavior
Wei Deng, Pengfei Liu, Rui Xiong +5
This paper investigates a microbial mineralization strategy to activate low-carbon recycled concrete powder, focusing on its mechanical properties and hydration behavior. It presents a potential low-carbon approach for construction material…
🌍 Global📚 Peer-reviewed · JournalSystems Microbiology and Biomanufacturing2026#CCUSDOI
Integration of a CO2-fixation pathway and PAN2 truncation in Saccharomyces cerevisiae for low-carbon single-cell protein production
Sujeong Park, Sooah Kim, D J Kim +4
This study integrates a CO2-fixation pathway and PAN2 truncation in Saccharomyces cerevisiae to produce low-carbon single-cell protein, reducing carbon emissions compared to conventional protein production.
🇨🇳 China📚 Peer-reviewed · JournalEnergy2026#CCUSDOI
Investigation of carbon sequestration through coupled basalt mineralization and CO2 hydrate formation in low-temperature marine settings
Jiazheng Zhang, Daokui Yang, Yunfei Wang +7
This study proposes a combined approach of basalt mineralization and CO2 hydrate formation for carbon sequestration in low-temperature marine settings. It explores synergistic effects for long-term stable storage, though quantitative findin…
🌍 Global📚 Peer-reviewed · JournalChemical Engineering Journal2026#CCUSDOI
Techno-economic evaluation of molten‑carbonate-mediated ethane ODH as a low-carbon pathway for ethylene production
Kyle Vogt‐Lowell, Vasudev Haribal, Luke Neal +5
Molten-carbonate-mediated ethane ODH (MM-ODH) is a chemical-looping process integrating ethane cracking with in-situ CO2 capture and conversion. It reduces net energy consumption by 34% versus steam cracking with MEA capture, and product-sy…
PreprintZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Emergency e-Naphtha Production from Carbon Dioxide and Low-Carbon Hydrogen: A Modular Naphtha-Window Process for Strategic Petrochemical Resilience
Trinity Labo
This paper proposes an emergency e-naphtha production framework using captured CO2 and low-carbon hydrogen to ensure petrochemical resilience under supply disruptions. Unlike conventional fuel production, it focuses on strategic continuity.…
📚 Peer-reviewed · JournalEnergy and Buildings2026#CCUSDOI
Household willingness to pay for CCS-based low-carbon cement
Jacob Ladenburg, Juanita Gallego Dávila
This study examines household willingness to pay for low-carbon cement produced with CCS technology. It sheds light on consumer preferences and barriers to adoption, informing decarbonization strategies in the construction sector.
🇨🇳 China📚 Peer-reviewed · JournalSpringer Link (Chiba Institute of Technology)2026#CCUSDOI
Research Mechanism Progress on the Hydrogenation of carbon dioxide to Low-Carbon Olefins
Jie Hu, Zhiping Chen
This paper reviews catalyst mechanisms for CO2 hydrogenation to low-carbon olefins. It compares direct (CO2-FTS) and indirect (CO2-MTO) routes, noting iron-based catalysts achieve 72% olefin selectivity. Challenges remain in selectivity con…
📚 Peer-reviewed · JournalApplied Thermal Engineering2026#CCUSDOI
Optimal scheduling of a low-carbon multi-energy system with the integration of oxy-coal combustion and power-to-X under the material-energy flow constraints
Yuting Wang, Yuegui Zhou, Gang Chen +1
This paper proposes an optimal scheduling model for a low-carbon multi-energy system integrating oxy-coal combustion and power-to-X technologies, considering material and energy flow constraints. The model aims to balance CO2 emission reduc…