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-reviewedJournalMaterials2021#CCUSDOI
Calcium carbonate cement: A carbon capture, utilization, and storage (ccus) technique
Hargis C.W.
This paper frames calcium carbonate cement as a carbon capture, utilization, and storage (CCUS) technique. Cement production accounts for roughly 8% of global CO2 emissions, making carbonation-based fixation a potentially significant decarb…
Peer-reviewed🌍 GlobalJournalIndustrial and Engineering Chemistry Research2020#CCUSDOI
The Role of Carbon Capture and Utilization, Carbon Capture and Storage, and Biomass to Enable a Net-Zero-CO2 Emissions Chemical Industry
Gabrielli P.
This study examines how CCU, CCS, and biomass can enable a net-zero-CO2 chemical industry. It outlines technological pathways to decarbonize fossil-based chemical processes and the potential of combining these options. It offers foundationa…
International Journal of Air-Conditioning and Refrigeration2026#CCUSDOI
Design and performance assessment of a modular carbon capture-algal utilization retrofit for residential heating
V. Jain, Mayank Jately, Gokul Chawla
This study designs and assesses a modular carbon capture and algal utilization retrofit for residential heating systems. It explores the feasibility of retrofitting existing housing stock with small-scale, distributed CCUS. Without an abstr…
Peer-reviewedJournalManufacturing Letters2026#CCUSDOI
Granulation of Fine Eggshell Powder to Enhance CO2 Sorption Capacity for Carbon Capture and Improve Flowability for Binder Jetting
Md Shakil Arman, Vasileios Stratiotou Efstratiadis, Fahim Khan +4
A materials-engineering study on granulating fine eggshell powder to boost CO2 sorption capacity for carbon capture while improving flowability for binder jetting. It addresses powder design for carbonate-based capture materials. No abstrac…
Peer-reviewedJournalNIPES - Journal of Energy Technology and Environment2026#CCUSDOI
Carbon Capture from Agricultural Waste using Corn Cob
Joy Ehimwenma Ossai, Chukwuemeka Peter Ukpaka, Osarieme Uyi Osazuwa +2
Acid-activated corncob, an abundant agricultural waste in Nigeria, was carbonized and activated to create a porous CO2 adsorbent. Characterization showed high porosity and 94.18 atomic% carbon. Fixed-bed tests achieved adsorption capacities…
🇺🇸 USAJournalAnnual Review of Resource Economics2026#CCUSDOI
Current State of Carbon Capture, Utilization, and Storage Technologies
Yanyou Guan, Gordon C. Rausser, David Zilberman
A comprehensive review of 239 CCUS technologies assessing maturity (TRL) and economics (capture cost, product-price impact). Most pathways remain immature and costly, trapping private capital in a wait-and-see dynamic driven by risk premium…
Peer-reviewedJournalFuel2026#CCUSDOI
Energy analysis of a photovoltaic-powered electrolysis system for low-temperature carbon dioxide conversion
Janusz Kotowicz, Łukasz Böhm, Mateusz Brzęczek +4
This study analyzes the energy performance of a photovoltaic-powered electrolysis system for low-temperature CO2 conversion. It appears to assess the feasibility of coupling renewable electricity with electrolytic CO2 conversion from an ene…
Peer-reviewedJournalACS Omega2026#CCUSDOI
CO2 Sequestration: A Global Challenge toward Future Opportunities
Benoit Rugabirwa, Jean Népo Hakizimana, Francois Niyonzima Niyongabo +1
This review critically examines limitations of current CO2 capture, sequestration, and utilization technologies—capture efficiency, energy demand, economics, and long-term environmental benefit. It reframes CO2 as a chemical feedstock and h…
Peer-reviewedJournalJournal of Environmental Management2026#CCUSDOI
Accelerating construction decarbonization: biochar-Limestone Calcined Clay Cement (LC3) synergy for carbon mitigation and performance enhancement
Huanyu Li, Junyi Zhang, Ning Zhang +6
This work examines combining biochar with Limestone Calcined Clay Cement (LC3) to cut embodied carbon in construction while enhancing material performance. It targets simultaneous CO2 reduction and mechanical improvement in cementitious mat…
Peer-reviewedJournalRsc Sustainability2026#CCUSDOI
A modular building-block framework for navigating circular carbon pathways
Hunhevicz J.
This paper proposes a modular building-block framework for structuring and comparing circular carbon pathways. It offers a way to combine individual technologies and policies into coherent decarbonization routes. Without an abstract, empiri…
Peer-reviewedConferenceInternational Petroleum Technology Conference Iptc 20252025#CCUSDOI
Economic Evaluation of Carbon Sequestration and CO2 Flooding in Carbonate Reservoir
Tang K.
A study economically evaluating combined CO2 flooding (EOR) and carbon sequestration in carbonate reservoirs. It likely weighs incremental oil recovery against storage volumes and costs. Relevant to CCUS project economics and the oil-and-ga…
Peer-reviewedJournalApplied Thermal Engineering2026#CCUSDOI
Thermal decompression characteristics and risks of CO2 pipelines in oilfield flooding: An experimental investigation
Yang X.
An experimental study on the thermal decompression behavior and associated risks of CO2 pipelines used for oilfield flooding (EOR). It offers insights relevant to the safe design and rupture-behavior assessment of CO2 transport infrastructu…
Peer-reviewed🇺🇸 USAJournalEarth and Space Science2025#CCUSDOI
DeFault: DEep-Learning-Based FAULT Delineation Using the IBDP Passive Seismic Data at the Decatur CO2 Storage Site
Wang H.
This paper presents DeFault, a deep-learning approach for automated fault delineation using passive seismic data from the IBDP CO2 storage site at Decatur, Illinois. It advances efficient fault mapping for long-term CCS safety and leakage-r…
Peer-reviewedJournalInternational Journal of Greenhouse Gas Control2025#CCUSDOI
Probabilistic framework for risk-adjusted cost analysis of carbon-storage monitoring: insights from non-traditional sensing technologies
Sethi S.
This paper proposes a probabilistic framework for risk-adjusted cost analysis of carbon-storage (CCS) monitoring, incorporating non-traditional sensing technologies. It enables cost comparison that internalizes uncertainty such as leakage r…
Peer-reviewedJournalAdvances in Carbon Neutrality2026#CCUSDOI
Digital Rock Segmentation with Uncertainty Quantification for Geological CO2 Storage: From Image Accuracy to Carbon Storage Reliability
William Marfo, William Ampomah, H. Rahnema +6
This review evaluates digital rock image segmentation for geological CO2 storage not by image overlap but by its contribution to reliable storage decisions. It synthesizes classical, machine learning, deep learning, transformer, and foundat…
Peer-reviewedCNJournalSPE Journal2026#CCUSDOI
Design Space Analysis and Performance Trade-Offs of CO2-Water-Alternating-Gas Processes in Low-Permeability Reservoirs
C. Gong, Si-Wei Meng, Shu-Yang Liu +5
This study integrates machine learning with multiobjective optimization to design CO2-WAG injection in low-permeability reservoirs. XGBoost surrogate models (R2>0.99) and NSGA-II optimize time-varying WAG ratios across five stages, revealin…
Peer-reviewedJournalAKSIOMA2026#CCUSDOI
Optimal control of microalgae growth using linear quadratic regulator method with particle swarm optimization
Suci Yongki Setyowati
This study proposes using Particle Swarm Optimization (PSO) to auto-tune the LQR weight matrices Q and R for controlling microalgae growth via CO2 and nutrient inputs. Simulations show algal concentration rises 21.7% with LQR alone and abou…
Peer-reviewed🌍 GlobalJournalEnergy & Fuels2026#CCUSDOI
Ex-Situ
CO2 Mineralization:
Bridging Laboratory Science and Industrial Reality. Part II: Techno-Economics,
Life-Cycle Assessment, and Market-Driven Deployment Strategies
Babak Fayyaz-Najafi, C. Ovalles
Part II of a two-part review assesses the techno-economics, LCA, markets, policy, and certification of ex-situ CO2 mineralization. Industrial-residue systems cost roughly $30–80/tCO2 cradle-to-gate at colocated sites, with net removal effic…
Peer-reviewed🌍 GlobalJournalIndustrial Engineering and Management Journal2026#CCUSDOI
Techno-Economic Evaluation of Green Methanol Production from Captured Carbon Dioxide in Trinidad and Tobago
Marisa Maharaj, David Alexander, Donnie Boodlal +1
This study assesses the techno-economic feasibility of producing green methanol from captured CO2 in Trinidad and Tobago, using cement manufacturing as a case study. Green methanol can be produced at $1,246/ton, within the global market ran…
Peer-reviewed🌍 GlobalJournalDiscover Environment2026#CCUSDOI
Upcycling carbon dioxide into precursors for pharmaceutical and agrochemical applications
Ritina Magar, Prashant Ulak, Samyog Bhattarai +3
This review examines carbon dioxide utilization (CDU) routes producing value-added chemical precursors (VACPs) for pharmaceutical and agrochemical applications, especially heterocyclic and nitrogen-containing scaffolds. It surveys enabling …