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 · 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…
🌍 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…
🌍 Global📚 Peer-reviewed · JournalACS electrochemistry.2026#CCUSDOI
Exploring Improved Supercapacitor Electrodes for Electrochemical Carbon Dioxide Capture
Zhen Xu, Angus Pedersen, Shunsuke Shimizu +5
This study develops a new porous carbon electrode for electrochemical CO2 capture. Combining micro- and mesoporosity, it outperforms commercial benchmarks with faster CO2 adsorption and lower energy consumption, highlighting the importance …
📚 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 …
🇨🇳 China📚 Peer-reviewed · JournalEnergy & Fuels2026#CCUSDOI
The Role of Carbon Capture and Storage in Decarbonizing U.S. Data Centers
Hon Chung Lau, Steve Tsai
This paper examines the feasibility and decarbonization potential of carbon capture and storage (CCS) for U.S. data centers. It analyzes energy consumption and emission profiles, evaluating deployment costs and implementation barriers. The …
🌍 Global📚 Peer-reviewed · JournalClean Technologies2026#CCUSDOI
Engineering Carbonic Anhydrase for Enhanced CO2 Capture and Valorization: A Review
Xin Chen, Xiaofeng Ling, Xu Zhen +1
This review summarizes recent advances in engineering carbonic anhydrase (CA) for CO2 capture and utilization. Protein engineering and immobilization enhance thermal stability and reusability, with machine learning emerging as a transformat…
🇺🇸 USA📚 Peer-reviewed · JournalOffshore Technology Conference2026#CCUSDOI
The Critical Role of Monitoring in Offshore Carbon Capture and Storage
Wolfgang Ruf, Stephen Auld
This paper highlights the critical role of Measurement, Monitoring, and Verification (MMV) systems for offshore CCS sites. Using autonomous underwater vehicles (AUVs) and advanced sensors, baseline monitoring over 12 months establishes envi…
📚 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…