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.
🌍 GlobalJournalUniversity of Edinburgh2026#CCUSDOI
Public perceptions of Carbon Capture and Storage
Luciana Miu, Rebecca Wells, Dan Hill +1
This systematic review and expert interview study finds that public perceptions of CCS vary by context and can change quickly. Key concerns include safety, cost, fossil lock-in, and local disruption. Tailored communication from credible mes…
🌍 Global📚 Peer-reviewed · JournalCarbon Capture Science & Technology2026#CCUSDOI
Cluster adsorption Langmuir model (CALM) for CO2 adsorption of carbon capture: From ideal to real adsorption
Wenchao Lan, Shuangjun Li, Shuai Deng
This paper proposes a Cluster Adsorption Langmuir Model (CALM) for CO2 adsorption in carbon capture, bridging ideal and real adsorption scenarios. It improves the predictive accuracy for CO2 capture performance, contributing to CCUS technol…
🇺🇸 USA📚 Peer-reviewed · JournalStanford Digital Repository2026#CCUSDOI
Carbon Capture in the Era of Clean Energy Policy: Lifecycle Analysis of Capture Efficiency of CCUS Projects in the US
Amanda Campos, M. Z. Jacobson
Lifecycle analysis of 116 US CCUS projects finds average net capture rates of 39-58%, well below the common 90% assumption. Projects using CO2 for enhanced oil recovery often result in net emissions increases, suggesting flaws in the 45Q ta…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Fuel Chemistry and Technology2026#CCUSDOI
Negative-carbon electrochemical CO2 capture technology powered by green electricity
Xingran Wang, Huilin Fan, Chao LIN +2
This technology uses renewable electricity to electrochemically capture CO2, achieving negative carbon emissions. It offers a promising alternative to conventional amine scrubbing with lower energy consumption. However, cost and scalability…
CN📚 Peer-reviewed · JournalCarbon Energy2026#CCUSDOI
Porous Carbon Materials for Carbon Dioxide Capture
Zhifu Liu, Chuhan Fu, Tao Qi +4
This review systematically summarizes pore structure construction strategies for porous carbon materials (PCMs) for CO2 capture. Ideal pore features include specific surface area >1000 m2/g, total pore volume >0.5 cm3/g, high proportion of …
🇨🇳 China📚 Peer-reviewed · JournalJournal of environmental chemical engineering2026#CCUSDOI
Highly selective CO2 capture over N2 on amine impregnated oxidized granular carbon
Nitin Goyal, Peng Gao, Liying Liu +4
This study develops CO2 capture technology using amine-impregnated oxidized granular carbon, demonstrating high selectivity over N2 and efficient CO2 separation. It contributes to CCUS advancement.
🌍 Global📚 Peer-reviewed · JournalCarbon Capture Science & Technology2026#CCUSDOI
Linking Adsorbent Development to Industrial Carbon Capture: A Process-Based Screening Framework for Multi-Scenario CO2 Adsorption
Han-Shu Jao, Zeyu Tao, Jin Shang +1
This study develops a 0-D equilibrium screening framework to translate laboratory adsorption data into process-level performance indicators for CO2 capture. It evaluates three scenarios (post-combustion, direct air capture, natural gas puri…
🌍 Global📚 Peer-reviewed · JournalInternational Review of Law2026#CCUSDOI
Legal Implications of Re-Use of Decommissioned Petroleum Infrastructure for Carbon Capture, Utilisation and Storage Projects
Eduardo G. Pereira, Cristina Rodrigues, Margarita Nieves Zárate +1
This paper analyzes legal and regulatory challenges in repurposing decommissioned petroleum infrastructure for CCUS projects. It identifies gaps in ownership, liability, and long-term monitoring, recommending regulatory harmonization, finan…
🇨🇳 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…
🌍 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…
🌍 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 …
🇨🇳 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…
🇪🇺 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 …
🇪🇺 Europe📚 Peer-reviewed · JournalZenodo (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…
🌍 Global📚 Peer-reviewed · JournalJournal 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…
🌍 Global📚 Peer-reviewed · JournalEnergies2026#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…
🌍 Global📚 Peer-reviewed · JournalMaterials 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…
🌍 Global📚 Peer-reviewed · JournalProcesses2026#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…