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-reviewed🇨🇳 ChinaJournalMaterials2026#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…
Peer-reviewed🌍 GlobalJournalZenodo (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…
Peer-reviewed🌍 GlobalJournalACS 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🇨🇳 ChinaJournalEnergy & 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 …
Peer-reviewed🌍 GlobalJournalClean 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…
Peer-reviewed🇺🇸 USAJournalOffshore 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…
🇪🇺 EuropeJournalLUTPub (LUT University)2026#CCUS
A systematic approach to using artificial intelligence as surrogate and generative models in energy systems : applications in carbon capture and electricity markets
Kasra Aliyon
This dissertation presents a systematic framework for applying AI surrogate and generative models to energy systems, demonstrated in post-combustion carbon capture (CCS) and European electricity markets. For CCS, a surrogate model predicts …
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Slag Carbonation for CO₂ Capture: Why Europe Is Not Scaling a Technology That Already Works — and How to Fix It (with a PAO‑guided Particle Size Optimisation Proposal)
Oleg Arnold
Steel slag carbonation permanently captures CO2 as calcium carbonate and produces construction aggregate at €20–50/tCO2, 6–20x cheaper than DAC. Despite proven technology and triple revenue streams, deployment in Europe is marginal due to r…
Peer-reviewed🌍 GlobalJournalJournal of Civil Engineering, Science and Technology2026#CCUSDOI
EDITORIAL: INSIGHTS ON THE POTENTIAL OF CARBON MINERALIZATION OF CONSTRUCTION MATERIALS
Tee How Tan, Kim Hung Mo, Idawati Ismail
This editorial discusses carbon mineralization of construction materials as a CCUS approach to decarbonize the construction industry. It highlights challenges in scaling from lab to industry, such as CO2 source proximity, and notes potentia…
Peer-reviewed🌍 GlobalJournalEnergies2026#CCUSDOI
CO2 Nanobubbles as an Emerging EOR–CCUS Technology: Comparative Review of Laboratory Studies, Underlying Mechanisms, and Preliminary Assessment of CO2 Storage Potential
Abdulrahman Shahin, E. Hajiyev, Hossameldeen Elnaggar +4
CO2 nanobubbles (NBs) offer unique properties for combined enhanced oil recovery (EOR) and carbon capture, utilization, and storage (CCUS). This review compares experimental studies, discussing mechanisms such as interfacial tension reducti…
Peer-reviewed🌍 GlobalJournalMaterials Research Proceedings2026#CCUSDOI
Carbon Capture, Utilization, and Storage: Technologies, Applications, and Pathways to Net-Zero
S. Srivastava
This paper provides a comprehensive review of CCUS technologies (pre-combustion, post-combustion, oxy-fuel, DAC), CO₂ utilization (EOR, fuel production, mineral carbonation), and geological storage safety. It analyzes economic viability and…
Peer-reviewed🌍 GlobalJournalProcesses2026#CCUSDOI
Towards Sustainable Green Methane: A Review of Catalysis, Process Engineering, and Artificial Intelligence Applications
Zekun Liu, Jiaze Ma, Yufei Wang
This review synthesizes recent advances in catalysts, reactor engineering, AI, and techno-economic/environmental assessments for green methane production via Power-to-Gas. Sustainability hinges on renewable electricity and non-fossil carbon…
Peer-reviewed🇨🇳 ChinaJournalJournal of CO2 Utilization2026#CCUSDOI
Phase equilibrium modeling advances subsurface energy transition for a carbon-resilient future
Anqi Shen, Siyang Ren, Jianguang Wei +7
This paper provides a comprehensive review of phase equilibrium modeling for subsurface energy transition technologies including CCUS, hydrogen storage, and geothermal energy. It examines advances in thermodynamic models and multiphase flas…
CNDatasetZenodo2026#CCUSDOI
Supplementary Data for: Rethinking Solvent Regeneration Pathways for Maritime Carbon Capture
Shi, Zhenrong, Cao, Xiang, Hu, Yongxin +1
This paper provides supplementary data comparing solvent regeneration pathways for maritime carbon capture, aiming to identify efficient methods for onboard CO2 capture. It contributes technical insights to decarbonizing the shipping sector…
Peer-reviewed🌍 GlobalJournalSustainable Production and Consumption2026#CCUSDOI
Life cycle assessment of carbon capture and storage value chains: A systematic, critical literature review
M. Emborg, L. Kisieliene, N. Thonemann +2
This paper systematically and critically reviews life cycle assessment (LCA) studies on carbon capture and storage (CCS) value chains. It identifies methodological challenges and data gaps, offering directions for improving the reliability …
Peer-reviewed🌍 GlobalJournalChemical Engineering Journal2026#CCUSDOI
Recent advancements and assessment of carbon capture technologies for climate crisis mitigation
Bidattul Syirat Zainal, I.M.R. Fattah, Hwai Chyuan Ong +3
This paper provides a comprehensive review and assessment of recent advancements in carbon capture (CCUS) technologies for climate mitigation. It analyzes technology maturity, costs, and deployment potential, offering insights for policy an…
Peer-reviewed🇺🇸 USAJournalInternational Journal of Greenhouse Gas Control2026#CCUSDOI
Carbon treating at the national carbon capture center for the mitigation of piperazine oxidation
Ariel Z. Plantz, Muhammad M. Hussain, Gary T. Rochelle
This study examines carbon treatment methods to mitigate piperazine oxidation at a national carbon capture facility, aiming to extend solvent life and improve cost-efficiency of CCUS operations.
Peer-reviewed🌍 GlobalJournalEnvironmental Technology & Innovation2026#CCUSDOI
Lignin valorization for carbon neutrality: From green materials to carbon capture and utilization
Rizki Utami, Tisa Rani Saha, Eun Yeol Lee
This paper provides an overview of lignin valorization for carbon neutrality. Lignin, a renewable aromatic polymer from biomass, can be converted into green materials and applied in carbon capture and utilization (CCUS) technologies. The re…
Peer-reviewed🌍 GlobalJournalCarbon Neutral Systems2026#CCUSDOI
Real-time monitoring methods for secure carbon capture and sequestration: a comprehensive review of technologies and applications
Tayyab Shahid, Khizar Abid, Alexander Hessinger +1
This review comprehensively compares geophysical monitoring methods for CO2 storage, including seismic (time-lapse VSP, microseismic) and non-seismic (gravimetry, ERT, fiber optic) techniques. Case studies from Sleipner, Cranfield, and MRCS…
Peer-reviewed🌍 GlobalJournalEnvironmental Science & Technology2026#CCUSDOI
A Perspective on the Role of Gas Hydrates in Carbon Capture, Transport, and Sequestration
Ponnivalavan Babu, Junjie Zheng, Praveen Linga +2
This perspective article explores the potential of gas hydrates in carbon capture, transport, and storage (CCUS). Gas hydrates can store CO2 at high density, offering efficient transportation and geological sequestration options. It discuss…