GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Sharing the subsurface: global viability frontiers, symbiosis value and policy sufficiency for coupled carbon capture and underground hydrogen storage
Hung Vo Thanh
This study analyzes the viability of coupling carbon capture and storage (CCUS) with underground hydrogen storage (UHS) in shared subsurface space, using geocoded data on 135 CCUS projects and 42 UHS facilities plus a techno-economic model.…
Peer-reviewed🌍 GlobalJournalInternational Journal of Greenhouse Gas Control2024#CCUSDOI
Integrated assessment of global carbon capture, utilization, and storage projects
Vargas Guzmán E.L.
An integrated assessment of global CCUS projects, spanning capture, utilization, and storage. It synthesizes project deployment status and enabling conditions, offering a cross-cutting view of CCUS's role and limits in decarbonization pathw…
Peer-reviewed🇨🇳 ChinaJournalEnergy & Fuels2026#CCUSDOI
Role of Carbon Capture and Storage in Decarbonizing Asia-Pacific Data Centers
Hon Chung Lau, Steve Tsai
APAC data center power capacity will grow 4.4x from 16 GW in 2025 to 70 GW in 2030, raising DC-emitted CO2 from 46 to 177 Mtpa. India, Japan, Australia and others will rely heavily on coal, while Singapore, Korea and New Zealand rely on gas…
Peer-reviewed🇨🇳 ChinaJournalInternational Journal of Applied Science2026#CCUSDOI
Key Technologies for Low-Carbon Iron and Steel Metallurgy: Research Progress and Future Directions
Yi Liu, Jialu Hong, Pin Shao
Steel decarbonization is hard because heat, reduction and melting remain coupled to coal and coke. This review maps key reactions and engineering limits of low-carbon ironmaking: hydrogen-enriched blast furnaces with top-gas recycling, hydr…
Peer-reviewed🇪🇺 EuropeJournalGreenhouse Gases Science and Technology2023#CCUSDOI
CCUS or no CCUS? Societal support for policy frameworks and stakeholder perceptions in France, Spain, and Poland
Wesche J.
A comparative study of societal support for CCUS policy frameworks and stakeholder perceptions across France, Spain, and Poland. It highlights how CCUS deployment hinges not only on technical and economic factors but on community acceptance…
Peer-reviewed🇨🇳 ChinaJournalChem & Bio Engineering2026#CCUSDOI
Late-Stage Desorption Kinetics as a Design Factor for High-Productivity Cyclic Carbon Capture in Metal-Organic Frameworks
Xiang-Yu Li, Yan-Long Zhao, Xin Zhang +4
This study demonstrates that desorption kinetics, not just uptake, are critical for evaluating MOF adsorbents for CO2 capture. Nine MOFs were assessed under a unified protocol, revealing that late-stage desorption diffusivity correlates mos…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#CCUSDOI
Estimation of Property Value Changes from Nearby Carbon Capture, Utilization, and Storage Projects in the United States
Kaifang Luo, Yueming Qiu, Pengfei Liu +1
Using property transaction data (1990-2021) matched to nationwide CCUS project records, this study applies a hedonic difference-in-differences framework to quantify the impact of CCUS proximity on housing prices. CCUS operations generate a …
Peer-reviewed🌍 GlobalJournalJournal of Petroleum Technology2026#CCUSDOI
Comments: Why Scaling CO2-EOR Remains Difficult
Trent Jacobs
This article explains why commercial-scale CO2-EOR remains difficult, citing Occidental's DAC project delays, ExxonMobil's pipeline plans, and examples from Petrobras and Oman. Barriers include technical challenges, high costs, lack of gove…
Peer-reviewed🌍 GlobalJournalEnvironmental Progress & Sustainable Energy2026#CCUSDOI
Recent advances in carbon capture and CO 2 valorization for deep decarbonization of the cement sector
Abhishek Yadav, Anil Kumar, Rajeev Kumar Mishra
This review assesses CCUS technologies for decarbonizing the cement sector, which accounts for ~7% of global CO2 emissions. It compares amine scrubbing, oxy-fuel combustion, calcium looping, DAC, and LEILAC by TRL, reporting potential CO2 r…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Carbon Capture Utilization and Storage Technology Assessment
Hunter Hughes
This monograph comprehensively assesses CCUS and DAC for residual emissions from cement, steel, and chemicals that electrification cannot abate. It evaluates capture technologies, costs ($25-40/t for high-purity streams to $350-650/t for DA…
Peer-reviewed🌍 GlobalJournalJournal of CO 2 Utilization2026#CCUSDOI
CO2 to chemicals: evaluating the potential of Fischer-Tropsch naphthas as a circular source of light olefins
Anas Jamil Abdulrahman, Niko Heikkinen, Miia Nevander +12
This study evaluates Fischer-Tropsch (FT) feedstocks derived from captured CO2 as steam cracker feedstocks. Hydrotreated FT naphtha increased ethylene yield by 48% and reduced CO2 intensity by 27% compared to fossil naphtha, demonstrating a…
Peer-reviewedCNJournalEnergy Science2026#CCUSDOI
Assessment of CO
2
Storage and Enhanced Oil Recovery Performance under Limited-Sample Conditions
Ti-Yao Zhou, Mingyuan Wang, Zheng. Li +3
This study develops an RBF network-based surrogate model for rapid evaluation of CO2-EOR and storage in mature oilfields, trained on 162 high-fidelity simulations. The RBF model outperforms DNN in accuracy (R2=0.895 for oil, 0.940 for stora…
Peer-reviewed🌍 GlobalJournalFrontiers in Chemical Engineering2026#CCUSDOI
CO2 as a sustainable carbon synthon for advanced chemical manufacturing
Yashika Raheja, Pallavi Gupta, Saurabh Singh +7
This review surveys recent advances in carbon capture and utilization (CCU), positioning CO2 as a renewable C1 feedstock for producing chemicals, fuels, polymers, and advanced materials. It examines catalytic, electrochemical, photochemical…
Peer-reviewed🌍 GlobalJournalEngineering Applications of Artificial Intelligence2026#CCUSDOI
From digital rock to geological carbon storage decisions: Time-Resolved carbon dioxide saturation prediction with deep ensembles
Hung Vo Thanh, Baehyun Min
This paper proposes a deep ensemble approach using digital rock images to predict time-resolved CO2 saturation in geological carbon storage. By quantifying uncertainty, it enhances reservoir behavior prediction and decision-making, improvin…
Peer-reviewed🇪🇺 EuropeJournalEnergy Research & Social Science2026#CCUSDOI
Techno-economics and value judgments of modeling biochar production for carbon removal in climate change mitigation scenarios
Tabea Dorndorf, Nikolas Hagemann, Anne Merfort +2
This paper jointly presents techno-economic considerations and value judgments in modeling biochar production for carbon removal in the IAM REMIND. It classifies production configurations and tests cautious vs. optimistic assumptions, findi…
Peer-reviewed🇪🇺 EuropeJournalCarbon Capture Science & Technology2026#CCUSDOI
Chemical looping combustion and gasification of waste-derived fuel: Performance assessment at 1 MW scale
Philipp Mohn, M. Siodlaczek, Fabiola Panitz +2
This study evaluates chemical looping combustion (CLC) and gasification (CLG) of a plastic-rich waste-derived fuel at 1 MWth pilot scale using ilmenite as oxygen carrier. CLC achieved high CO2 capture (~95%) but only about one-third of fuel…
Preprint🌍 GlobalZenodo2026#CCUSDOI
Database-to-figure reproduction package: Net-zero product claims should disclose the resource demands of carbon dioxide removal
Sacchi, Romain, Daioglou, Vassilis, Bauer, Christian
This package provides scripts and data to reproduce Figure 1 of an Environmental Research Letters Perspective arguing that net-zero product claims should disclose the resource demands of carbon dioxide removal. It includes 17 prospective da…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#CCUSDOI
Small Suspended Particulate Organic Carbon from Kelp Farming: A Neglected Pathway for Microbially Persistent Carbon Retention
Hongmei Li, Xiuting Feng, Shengkang Liang +6
Seaweed farming is gaining attention for ocean CO2 removal, but the fate of small suspended particulate organic carbon (sPOC) released during growth is poorly understood. Field observations and incubation experiments in a Chinese kelp farmi…
Peer-reviewed🌍 GlobalJournalThe Structural Engineer2026#CCUSDOI
Industry CPD: Carbon-captured cement
Heidelberg Materials
This CPD module, sponsored by Heidelberg Materials, explains the application of carbon capture and storage (CCS) to cement production, presenting near-zero cement solutions. It focuses on the technology's mechanism and industrial implementa…
Preprint🌍 GlobalEarthArXiv2026#CCUSDOI
Estimating CO2 Leakage Fluxes along Legacy Wells Using a Rapid Physics-Based Screening Approach
Ramachandran, Hariharan, De Jonge-Anderson, Iain, Pullen, Benjamin +1
Expanding CO2 storage requires assessing leakage risks from legacy wells, but high-fidelity simulations are computationally intensive. This paper presents QWellRATE, a simplified physics-based model that rapidly estimates CO2 leakage fluxes…