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 · JournalNanotechnology Reviews2026#CCUSDOI
A review on sustainable approaches for carbon capture and utilization using nanomaterials
N. Kiruthika, M. Kamaraj, J. Aravind +3
This review explores the use of nanomaterials such as MOFs, zeolites, carbon nanotubes, and graphene for carbon capture and utilization (CCU). It highlights how high surface area and tunable pores overcome limitations like high energy consu…
CN📚 Peer-reviewed · JournalSeparations2026#CCUSDOI
From Capture to Conversion: Advances and Challenges in Integrated CO2 Capture and Utilization for Industrial Decarbonization
Peng Bian, Qinchen Meng, Xianyin Yu +3
This review systematically summarizes recent progress in Integrated CO2 Capture and Utilization (ICCU) technology, which reduces intermediate steps and improves carbon utilization efficiency compared to conventional separated processes. It …
📚 Peer-reviewed · JournalInternational Journal of Sustainable Energy Planning and Management2024#CCUSDOI
Water Use in a Sustainable Net Zero Energy System: What are the Implications of Employing Bioenergy with Carbon Capture and Storage?
Chlela S.
This paper examines the water use implications of deploying bioenergy with carbon capture and storage (BECCS) in a net zero energy system. It assesses the sustainability of BECCS under water resource constraints and provides policy insights…
🇨🇳 China📚 Peer-reviewed · JournalInternational Journal of Rock Mechanics and Mining Sciences2026#CCUSDOI
CO2 phase state controls multiscale water displacement in a deep bituminous coal
Jing Han, Zhe Zhou, Zhaolong Ge +2
This study investigates how CO2 phase state (supercritical, gas, etc.) controls water displacement at multiple scales in deep bituminous coal, contributing to the evaluation of CO2 storage efficiency and security in coal seams.
📚 Peer-reviewed · JournalJurnal Teknik Kimia2026#CCUSDOI
ANALISIS TREN DAN RESEARCH GAP TEKNOLOGI CARBON CAPTURE BERBASIS SYSTEMATIC REVIEW PRISMA DAN ANALISIS BIBLIOMETRIK
Syamsurizal
This systematic review and bibliometric analysis of carbon capture literature (2025–2026) identifies the lack of integrated techno-economic and life cycle assessment as a key research gap. While AI-based modeling and optimization are emergi…
📚 Peer-reviewed · JournalCurrent Science2026#CCUSDOI
Integrating petrophysics and carbon capture, utilisation, and storage: navigating challenges and harnessing opportunities for climate change mitigation
Mohd Sadiq, Ravi Sharma, Manisha Chaudhary +1
This review integrates petrophysical analysis with CCUS, highlighting its role in optimizing site selection, monitoring CO2 injection, and enhancing storage safety. It also discusses emerging technologies and enhanced oil recovery applicati…
📚 Peer-reviewed · JournalJournal of Cleaner Production2026#CCUSDOI
Partial oxidation for blue hydrogen production: Techno-economic assessment of low-temperature carbon capture technologies
Chinonyelum Udemu, Carolina Font-Palma
This study evaluates the techno-economic performance of low-temperature carbon capture technologies integrated with partial oxidation for blue hydrogen production. It compares costs and efficiencies, highlighting the feasibility of deployme…
📚 Peer-reviewed · JournalEnergies2026#CCUSDOI
Techno-Economic Assessment of Electrochemical CO2 Reduction to Ethylene: A Cu10–Sn Catalyst Case Study and Performance Targets
Kuquan Xiao, Ping Zhou, Xiqiang Zhao
This paper presents a techno-economic assessment of a 100-ton/day electrochemical CO2-to-ethylene plant using a Cu10-Sn catalyst. Current total cost is $5,926/ton, but future improvements could reduce it to $767.6/ton, enabling net profit. …
🌍 Global📚 Peer-reviewed · JournalAustralian Energy Producers Journal2026#CCUSDOI
Session 10. Oral Presentation for: Why Australia’s energy and decarbonisation goals can only be fulfilled with strategic new seismic acquisition
Simon Molyneux
This oral presentation argues that Australia's energy security and decarbonisation goals require reducing subsurface uncertainty in hydrocarbon exploration, CCS, and storage projects, which depends on strategic new seismic data acquisition.…
📚 Peer-reviewed · JournalAustralian Energy Producers Journal2026#CCUSDOI
Session 3. Oral Presentation for: Reconciling gas production for energy security with CCS-enabled decarbonisation under Australia’s Future Gas Strategy
Kunfeng Zhu
This presentation analyzes the dual mandate of gas production for energy security and CCS-enabled decarbonisation under Australia's Future Gas Strategy. It examines CCS integration plans, cost of avoided emissions, and levelized abatement c…
📚 Peer-reviewed · JournalAustralian Energy Producers Journal2026#CCUSDOI
Session 8. Oral Presentation for: Direct injection, direct impact: cutting CCS costs for scalable decarbonisation
Stephen Stokes
This presentation examines direct injection options for CO2, eliminating intermediate storage and long-distance pipelines. It proposes using floating vessels to inject directly into wells, analyzing cost savings via cost-benefit analysis. T…
📚 Peer-reviewed · JournalCleaner Materials2026#CCUSDOI
A review in calcium carbide slag utilization for carbonation: from methods to applications
Gong W.
This review systematically covers calcium carbide slag (CCS) utilization for carbonation, from methods (direct/indirect carbonation, process parameters) to applications (CO2 sequestration, construction material/additive production). CCS car…
📚 Peer-reviewed · JournalHeliyon2023#CCUSDOI
Lesson learned from the assessment of planned converted CO2 injection well integrity in Indonesia – CCUS project
Marbun B.T.H.
This paper reports lessons learned from assessing the integrity of a planned converted CO2 injection well in a CCUS project in Indonesia. It summarizes technical and operational challenges and solutions, highlighting the importance of well …
📚 Peer-reviewed · JournalACS Omega2025#CCUSDOI
Recent Advances in Hydrate-Based CO2Capture: Energy Consumption, Cost Analysis, Policy Perspectives, and Machine Learning-Driven Simulation of CO2Hydrate Formation
Anipeddi M.
This paper reviews recent advances in hydrate-based CO2 capture, covering energy consumption, cost analysis, and policy perspectives. It also discusses machine learning-driven simulation of CO2 hydrate formation, highlighting potential for …
📚 Peer-reviewed · ConferenceLecture Notes in Electrical Engineering2026#CCUSDOI
Research on the Present Situation and Future Development of Onboard Carbon Capture Technology–Taking MEA Method, Ammonia Method and Membrane Separation Method as Examples
Liao P.
This paper reviews the current status and future development of onboard carbon capture technologies, focusing on MEA, ammonia, and membrane separation methods. It compares principles, performance, and challenges, and discusses their potenti…
📚 Peer-reviewed · Conference2026 5th International Conference on Smart Grid and Green Energy Icsgge 20262026#CCUSDOI
Dynamic Investment Decision Analysis for Carbon Capture Economic Models
Wang Z.
This paper presents a dynamic investment decision analysis for carbon capture economic models. It provides a framework for investment timing and portfolio selection under uncertainty, evaluating the financial viability of CCUS projects.
📚 Peer-reviewed · Conference2026 16th International Conference on Power Energy and Electrical Engineering Cpeee 20262026#CCUSDOI
Context-Dependent Value of Ccus: Roles of Economy-Wide Carbon Caps, Power-Sector Decarbonization, and End-Use Electrification
Koketsu J.
This paper analyzes how the value of CCUS depends on economy-wide carbon caps, power-sector decarbonization, and end-use electrification. Scenario analysis reveals that CCUS's role varies significantly with these conditions, offering insigh…
📚 Peer-reviewed · JournalCell Reports Physical Science2026#CCUSDOI
Onboard carbon capture, utilization, and storage
Wu J.
This paper discusses small-scale carbon capture, utilization, and storage (CCUS) technology deployable onboard vehicles such as ships. It explores potential contributions to decarbonizing the transport sector.
📚 Peer-reviewed · JournalControl2026#CCUS
The critical role of gas chromatography in CCUS success
Vermillion L.
This paper highlights the essential role of gas chromatography (GC) in the success of CCUS (carbon capture, utilization, and storage) projects. GC enables accurate CO2 purity measurement and leak detection, ensuring operational integrity an…
🇨🇳 China📚 Peer-reviewed · JournalEnergies2026#CCUSDOI
Research on Carbon Emission Reduction Path Planning in the Electrolytic Aluminum Industry Driven by New Energy
Liang Shen, Yanxi Li, Qiheng Yuan +4
Using Xining, Qinghai Province, a renewable-rich region in China, this paper systematically examines major carbon mitigation pathways in the primary aluminum industry, including mining, alumina production, electrolytic cell retrofitting, po…