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.
🇺🇸 USADatasetZenodo2026#CCUSDOI
How carbon dioxide removal lost its way: tracing the origin and transformation of the 10-Gt durable CDR target
Neumann, Rebecca B
Tracing CDR estimates across 51 sources and IPCC scenarios, this study shows the widely cited 10 Gt CO2/yr durable CDR target did not derive from direct reading of IPCC outputs. It originated as an informal 2017 news estimate, was declared …
Peer-reviewedConferenceADIPEC2026#CCUSDOI
The Technical and Strategic Architecture of MENA NOC Decarbonization, Coupling Sub-10 kg CO2e Per BOE Upstream Operations with a Gigatonne-Scale CCUS–Hydrogen Backbone
Mrinal Bhardwaj, Anurag _, Amaresh Mishra +2
Decomposing upstream Scope 1+2 intensity across eight operational drivers, the study shows MENA NOCs achieve sub-10 kg CO2e/boe through deliberate reservoir management, methane control and field electrification, not geology alone. A bottom-…
Peer-reviewedJournalRenewable and Sustainable Energy Reviews2025#CCUSDOI
Economic performance of combined solid oxide fuel cell system with carbon capture and storage with methanolation and methanation by green hydrogen
Zhao H.
A techno-economic assessment of an integrated solid oxide fuel cell (SOFC) system combined with carbon capture and storage, incorporating methanolation and methanation using green hydrogen. It evaluates the economics of coupling power gener…
ReportSustainable Development Goals Series2025#CCUSDOI
CCUS in the United Kingdom
Babajide N.
This piece addresses CCUS (carbon capture, utilization and storage) development in the United Kingdom. With no abstract available, specifics are unclear, but it likely covers UK CCUS policy, cluster formation, and industrial decarbonization…
Peer-reviewedJournalInternational Journal of Greenhouse Gas Control2022#CCUSDOI
Multi-objective optimization of CO2 recycling operations for CCUS in pre-salt carbonate reservoirs
Rodrigues H.W.L.
This study applies multi-objective optimization to CO2 recycling operations for CCUS in pre-salt carbonate reservoirs. It balances trade-offs among CO2 capture, injection, and recycling to improve storage efficiency and operational cost. Th…
Peer-reviewedJournalIEEE Transactions on Power Systems2023#CCUSDOI
Two-Stage Planning for Electricity-Gas Coupled Integrated Energy System With Carbon Capture, Utilization, and Storage Considering Carbon Tax and Price Uncertainties
Xuan A.
This study proposes a two-stage planning method for an electricity-gas coupled integrated energy system equipped with CCUS, incorporating carbon tax and price uncertainties. It optimizes investment and operational decisions under uncertaint…
Peer-reviewedJournalOpec Energy Review2026#CCUSDOI
A Comprehensive Review of Leveraging Artificial Intelligence for
CO
2
Emission Reduction Through Enhanced CCUS Design and Operation
S. Rastegar, Atefeh Jabari, Yashar Toopchi +2
This review systematically evaluates AI methods—machine learning, deep learning, reinforcement learning, Gaussian process regression, and fuzzy logic—applied to CCUS design and operation. It covers capture efficiency, materials optimization…
Peer-reviewed🇨🇳 ChinaJournalACS Sustainable Chemistry & Engineering2026#CCUSDOI
Converting Waste Tires into Blue Ammonia: Safe and Sustainable Process Design, Multiobjective Optimization and Comprehensive Assessment
Jingyuan Liu, Jianzhao Zhou, Qiming Qian +3
Novel processes integrating gasification and carbon capture convert waste tires into blue ammonia, assessed via safety, techno-economic and life-cycle analyses. Machine-learning-driven multiobjective optimization minimizes levelized cost of…
Peer-reviewedJournalApplied and Computational Engineering2026#CCUSDOI
An Overview of Perovskite Quantum Dots for Carbon Dioxide Photoreduction
Wantong Xia
A review of perovskite quantum dots (PQDs) for CO2 photoreduction, covering synthesis (hot-injection, LARP), characterization (XRD, TEM, XPS, in situ FTIR), and thermodynamic feasibility via conduction-band alignment with CO2 redox potentia…
Peer-reviewed🌍 GlobalJournalCatalysts2026#CCUSDOI
Carbon-Integration Nodes Linking CO2 Capture and Waste-Biomass Valorization: Catalysts, Feed Constraints, and System-Level Performance
Ghulam Asghar, Farooq Ahmad, Asfandyar Khan +4
This critical review reframes carbon-circular refineries around four integration nodes linking CO2 capture, biomass conversion, and catalytic upgrading, where carbon losses, feed impurities, catalyst durability, hydrogen demand, and separat…
Peer-reviewed🇨🇳 ChinaJournalCase Studies in Thermal Engineering2026#CCUSDOI
Two-stage robust optimal configuration of a data center integrated energy system with waste heat recovery and carbon capture
Mingping Liu, Qingping Lai, Suhui Deng +1
Proposes a data center–carbon capture integrated energy system where a high-temperature heat pump upgrades waste heat to drive carbon capture regeneration. A unified demand response coordinates computing workloads with electricity, heating …
Peer-reviewed🇺🇸 USAJournalSeparation and Purification Technology2026#CCUSDOI
Chemical absorption of carbon dioxide in ionic liquids for air capture: sorption isotherms, absorption energies, and reaction products
Priyadarshini Seshasayee, Dennis Robinson Brown, Lauren Crochet +3
Seven reactive ionic liquids (amino acid-, azolate-, and carboxylate-based) were tested for CO2 uptake from ambient air (~4×10⁻⁴ bar) to 2.5 bar using a dynamic breakthrough bubbling column. Amino acid ILs with primary amines and azolate IL…
Peer-reviewed🇨🇳 ChinaJournalApplied and Computational Engineering2026#CCUSDOI
Research Progress on the Applications of Solid-Waste-Based Nanomaterials in Carbon Capture, Utilization, and Storage Technologies
Yumeng Pang
This review systematically organizes solid-waste-derived nanomaterials by type, preparation method, and functional properties, and surveys their application across CO2 capture, utilization, and storage stages of CCUS. Using an LCA lens, it …
JournalPublons reviews and discussion2026#CCUSDOI
Review for "An Integrated Bio/chemical Process to Capture, Store, and Upcycle Dilute CO2 into Carbon Nanomaterial"
(著者不明)
A review of an integrated bio/chemical process that captures, stores, and upcycles dilute CO2 into carbon nanomaterials. It surveys the state and challenges of combining CCUS with carbon valorization. Details unavailable as no abstract was …
Peer-reviewed🌍 GlobalJournalEnvironmental Science & Technology2026#CCUSDOI
Dual Valorization of Mine Tailings for Critical Metal Extraction and Carbon Capture via Organic Acids
Valentina Prigiobbe, Simona Liguori, Valentina Brombin +2
This study extracts critical elements from wollastonite-rich mine tailings using organic acids (citric, formic, oxalic) while assessing CO2 mineralization potential. Flow-through dissolution experiments at 40–80 °C validated a multimineral …
Peer-reviewedJournalMarine Policy2026#CCUSDOI
Should onboard carbon capture and storage technology be supported? A technology management perspective
Natalia Wagner
A technology-management analysis of whether onboard carbon capture and storage (OCCS) for shipping should receive policy support. It weighs the merits of backing OCCS as a maritime decarbonization pathway. Details are limited as no abstract…
Peer-reviewedJournalBiomass and Bioenergy2026#CCUSDOI
Microbial carbon capture cells for sustainable carbon sequestration: Energy recovery, life cycle assessment and future perspectives
Anjali Rajput, Ankisha Vijay
A review of microbial carbon capture cells (MCC) for carbon sequestration, examined through energy recovery and life-cycle assessment lenses. It surveys how microbial electrochemical systems fix CO2 while generating power, and outlines chal…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Carbon Capture and Storage Technologies: Advances in Capture Methods, Transportation, Geological Storage, and Future Prospects
David Emoefe Rockson-Itiveh, Ezeagu Victory Ifeatu, Iheanyichi Michael Chibugwu +7
A comprehensive review of conventional and emerging CCS capture methods (pre-/post-combustion, oxy-fuel, DAC, MOFs, graphene membranes) alongside CO2 transport and geological storage options. It compares industrial cases such as Sleipner, G…
JournalPublons reviews and discussion2026#CCUSDOI
Author response for "External Field-Regulated Dynamic Responses of Crystalline Porous Materials for Low-Energy Carbon Capture"
Zhengyi Cang, Gaobing Sheng, Jinglei Tian +4
This is the authors' response to review comments on a paper about external field-regulated dynamic responses of crystalline porous materials for low-energy carbon capture. It signals the paper's focus on material design and energy-efficient…
JournalPublons reviews and discussion2026#CCUSDOI
Review for "External Field-Regulated Dynamic Responses of Crystalline Porous Materials for Low-Energy Carbon Capture"
(著者不明)
A review of crystalline porous materials whose dynamic responses can be tuned by external fields (light, heat, electric field) to enable low-energy CO2 capture. It surveys material design strategies that cut regeneration energy by stimulus-…