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.
ReportEconomic Impact of the Energy Transition Energy Environment Economy Models2026#CCUSDOI
Economic impacts of Carbon Capture, Utilization, and Storage (CCUS): An input-output model case study
Kim Y.K.
This paper analyzes the economic impacts of CCUS technology using an input-output model. It quantifies direct and indirect economic effects, providing insights for policy making.
📚 Peer-reviewed · JournalInternational Journal of Chemical Engineering2025#CCUSDOI
A Sociotechnical Review of Carbon Capture, Utilization, and Storage (CCUS) Technologies for Industrial Decarbonization: Current Challenges, Emerging Solution, and Future Directions
Bala R.
This paper provides a sociotechnical review of CCUS technologies for industrial decarbonization, addressing current challenges, emerging solutions, and future directions from both technical and social perspectives.
📚 Peer-reviewed · JournalGases2024#CCUSDOI
A Review of Algae-Based Carbon Capture, Utilization, and Storage (Algae-Based CCUS)
Li G.
A review of algae-based carbon capture, utilization, and storage (CCUS) technology, covering its potential and challenges, including technical feasibility, costs, and environmental impacts.
🇪🇺 EuropePreprintApplied Energy2026#CCUSDOI
Pricing CO2 as a dual commodity: Engineering-driven market design for CCUS deployment
Giakoumi, Matheos, Konstantinou, Charalampos, Ciola, Emanuele +2
This study develops an engineering-informed economic model for CO2 as a dual commodity under the EU ETS. Using a case study of Cyprus' Aphrodite Gas Field and major emitters, it simulates CCUS infrastructure, quantifies CO2 utilization effi…
PreprintEarthArXiv2026#CCUSDOI
Engineered Closed-Loop Mineral Storage (ECLMS): A Conceptual Korean CCS Model Bridging Ex-situ Mineralization and Geological Storage
Song, BongKwan, Kim, SeoYeon
This perspective proposes Engineered Closed-Loop Mineral Storage (ECLMS) as a new CCS category for storage-deficit regions like Korea and Japan. ECLMS uses sealed underground mines or engineered caverns for aqueous mineral carbonation with …
📚 Peer-reviewed · JournalSustainable Energy Technologies and Assessments2025#CCUSDOI
An examination of country participation in carbon capture projects
Smith M.
This paper examines country-level participation in carbon capture projects, providing insights into policy implications and international collaboration frameworks.
📚 Peer-reviewed · JournalJournal of Hazardous Materials2025#CCUSDOI
Simultaneous mitigation of cadmium contamination and greenhouse gas emissions in paddy soil by iron-modified biochar
Wang X.
This study examines iron-modified biochar to simultaneously reduce cadmium contamination and greenhouse gas emissions (especially methane) in paddy soil. Results show significant reductions in both Cd uptake and GHG fluxes, offering a promi…
CN📚 Peer-reviewed · JournalFrontiers in Energy2013#CCUSDOI
Life-cycle analysis of energy use and greenhouse gas emissions of gas-to-liquid fuel pathway from steel mill off-gas in China by the LanzaTech process
Ou X.
This study conducts a life-cycle analysis of a gas-to-liquid fuel pathway using steel mill off-gas in China via the LanzaTech process, evaluating energy use and GHG emissions. It benchmarks against conventional fuels, highlighting the decar…
📚 Peer-reviewed · JournalEnvironmental Research Letters2024#CCUSDOI
The role and deployment timing of direct air capture in Saudi Arabia’s net-zero transition
Qiu Y.
This paper analyzes the role and optimal deployment timing of direct air capture (DAC) in Saudi Arabia's net-zero transition. It examines the potential of DAC for carbon dioxide removal and its integration into the country's energy transiti…
📚 Peer-reviewed · JournalCarbon Capture Science and Technology2025#CCUSDOI
Incentives and 99% capture rate: Minimizing post-decision regret in a net-zero power world
Anderson J.
This paper investigates incentive mechanisms to achieve a 99% carbon capture rate in net-zero power systems, focusing on minimizing post-decision regret. It provides a framework for designing policies that avoid costly over- or under-invest…
🌍 Global📚 Peer-reviewed · JournalEnergy Strategy Reviews2022#CCUSDOI
Technology, technology, technology: An integrated assessment of deep decarbonization pathways for the Canadian oil sands
Bergero C.
This paper provides an integrated assessment of deep decarbonization pathways for the Canadian oil sands, focusing on technological options such as CCUS and their feasibility and impact.
📚 Peer-reviewed · JournalTechnologies2025#CCUSDOI
The Role of Carbon Capture, Utilization, and Storage (CCUS) Technologies and Artificial Intelligence (AI) in Achieving Net-Zero Carbon Footprint: Advances, Implementation Challenges, and Future Perspectives
Elegbeleye I.F.
This paper reviews the integration of CCUS technologies and AI for reducing carbon footprint. It summarizes advances in CCUS, AI's role in optimization and monitoring, implementation challenges, and future perspectives, emphasizing the impo…
🇺🇸 USA📚 Peer-reviewed · JournalCommunications Earth and Environment2024#CCUSDOI
Near-term carbon dioxide removal deployment can minimize disruptive pace of decarbonization and economic risks towards United States’ net-zero goal
Adun H.
This study shows that near-term deployment of carbon dioxide removal (CDR) can minimize the disruptive pace of decarbonization and associated economic risks for the United States to achieve its net-zero goal. Early CDR allows for a more gra…
🌍 GlobalJournal2026#CCUSDOI
Strategic Evaluation of Forest Lignocellulosic Biomass for Climate Change Mitigation
Baliram Gurunath Rathod, Venkata Giridhar Poosarla, Gobinath Rajagopalan
This chapter explores forest lignocellulosic biomass (LCB) as a climate mitigation tool, analyzing its composition (hemicellulose, cellulose, lignin) and applications in energy, medicine, and food. It highlights genetic modification to enha…
ConferenceThe 6th International Electronic Conference on Applied Sciences2026#CCUSDOI
Solvent-Based Simulation and Techno-Economic Evaluation of CO2/H2S Separation at Shurtan Gas Chemical Complex
Adham Norkobilov, R. Muradov, Sanjar Ergashev +3
This paper uses Aspen Plus to simulate solvent-based CO2/H2S separation at the Shurtan Gas Chemical Complex in Uzbekistan. It compares MEA and MDEA solvents, finding MDEA has lower energy demand. Captured CO2 purity reaches ~99.5%, suitable…
CN📚 Peer-reviewed · JournalACS Catalysis2026#CCUSDOI
Biocoupled Catalytic Systems for CO <sub>2</sub> Conversion
Pengqian Luan, Yongxing Li, Hao Zhao +2
This review systematically summarizes recent breakthroughs in biocoupled catalytic systems that integrate biocatalysis with chemo-, photo-, or electrocatalysis for converting CO2 into high-value multicarbon compounds. It emphasizes reaction…
🌍 Global📚 Peer-reviewed · JournalJurnal Geosaintek2026#CCUSDOI
RECLAIMING THE SHORELINE WITH MODULAR BIOCARBON: SEAWEED AND FLY ASH BEYOND CARBON COLONIALISM
Maysahra Ramadhani
This paper introduces Modular Biocarbon Technology, combining seaweed and fly ash into adaptive modules that reduce wave energy, capture sediment, restore marine biodiversity, and serve as permanent carbon sinks via biochar stabilization. I…
🌍 Global📚 Peer-reviewed · JournalJournal of Oil Petroleum and Natural Gas Research2026#CCUSDOI
High‑Voltage Eco‑Corridor: A Proposal for Urban Ecological Carbon Capture
Mark Nderitu
This study proposes the High Voltage Eco-Corridor, a conceptual linear ecological carbon-capture corridor under high-voltage transmission lines to address diffuse urban CO2 emissions. It plans to integrate deep-rooted, high-sequestration pl…
📚 Peer-reviewed · JournalAdvanced Functional Materials2026#CCUSDOI
From Waste to Value: Conversion of Calcium Sulfate to Vaterite via Carbon Capture and Storage
Carlos Pimentel, German Montes-Hernandez, Pablo Almarza‐Cifuentes +2
This study presents a novel CCUS method converting gypsum (calcium sulfate), an industrial byproduct, into vaterite (calcium carbonate) via carbonation under ambient conditions. The resulting particles have high surface area and can be used…
📚 Peer-reviewed · JournalMolecules2026#CCUSDOI
Phase Behaviour of Binary Mixtures Involving Near-Critical and Supercritical Carbon Dioxide-A Review.
P. Ghoderao, Patrice Paricaud
This review compiles experimental phase equilibrium data for binary mixtures with supercritical CO2, covering VLE, LLE, and critical data for hydrocarbons, alcohols, ionic liquids, and other components under industrially relevant conditions…