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.
PreprintResearch Square2026#CCUSDOI
CFD-Informed Hybrid Modeling Unlocks Scalable, Tunable Amino Acid Production in <i>Methanothermobacter marburgensis</i>
Haslinger B, Reischl B, Steger F +10
This study presents a scalable strategy for amino acid production from CO2 using the methanogenic archaeon Methanothermobacter marburgensis. Through Design of Experiments and CFD-informed hybrid modeling, process parameters were optimized, …
Peer-reviewedJournalNexus2026#CCUSDOI
Direct air capture integrated with urban energy network for building decarbonization
Sheng Chen, Ruiqi Wang, Mingchen Gao +5
This paper proposes integrating direct air capture (DAC) with urban energy networks to decarbonize buildings, evaluating both energy efficiency and emissions reduction.
Peer-reviewed🌍 GlobalJournalCommunications in Science and Technology2026#CCUSDOI
Enhanced bioelectricity recovery and melanoidin degradation in CO2- capturing microbial fuel cells via biochar-immobilized whole-cell biocatalysts
Junjira Thipraksa, T. Yooyen, Phachirarat Sola +2
This study developed a carbon-capturing microbial fuel cell integrated with biochar-immobilized laccase-producing microbial consortia, achieving 73.15% melanoidin removal, maximum open circuit voltage of 619 mV, and carbon fixation of 0.13 …
Peer-reviewed🌍 GlobalJournalChemical Society Reviews2026#CCUSDOI
Direct air capture technologies: innovations, integration, and pathways to scale.
Chuhan Fu, Wenkang Deng, Yalou Guo +12
This review systematically examines recent advances in direct air capture (DAC) technologies, focusing on capture mechanisms, energy efficiency, and integration with renewable energy. It compares commercialized and developing DAC systems an…
🇺🇸 USAJournal2026#CCUSDOI
Final Technical Report for Wyoming Trails Carbon Hub: Developing a Roadmap for a Sustainable Carbon Hub
Erin Middleton, Jessi Eidbo, Veronica Wilde +15
This final technical report for the Wyoming Trails Carbon Hub assesses capture, transport, storage, and utilization of CO2 in Wyoming. It evaluates statewide build-out scenarios using pipeline, rail, and road, and includes a basin-wide form…
Peer-reviewed🇪🇺 EuropeJournalAlgal Research2026#CCUSDOI
Enhancing CO2-to-protein conversion efficiency in a Spirulina-based integrated carbon capture and utilization system
Fabrizio Roncaglia, Paolina Scarponi, Alberto Ughetti +2
This paper proposes methods to enhance CO2-to-protein conversion efficiency in a Spirulina-based integrated carbon capture and utilization (CCUS) system. It aims to improve carbon fixation and protein production efficiency through optimizat…
Peer-reviewed🌍 GlobalJournalInternational Journal of Molecular Sciences2026#CCUSDOI
Microwave-Assisted Conversion of Low-Rank Lignite into Hierarchical Activated Carbon: Molecular Insights into Efficient Post-Combustion CO2 Capture
Anusorn Boonpoke, Sirasit Meesiri, Saksit Imman +3
This study synthesizes hierarchical activated carbon from low-rank lignite via microwave-assisted KOH activation for post-combustion CO2 capture. The optimized material achieves a BET surface area of 1349 m2/g and CO2 uptake of 47.34 mg/g a…
Preprint🌍 GlobalZenodo2026#CCUSDOI
Recasting the Catalytic Legacy of Reverse Water−Gas Shift Reaction: Rational Design Strategies for Selective CO2 Valorization
Nawaz, Dr. Muhammad Asif, Odriozola, José Antonio, Ramirez Reina, Tomas
This Account reviews rational catalyst design strategies for the reverse water-gas shift (RWGS) reaction, which converts CO2 into CO for downstream fuel/chemical synthesis. Three principles are emphasized: electronic modulation, active phas…
Peer-reviewedJournalEnvironmental Progress & Sustainable Energy2026#CCUSDOI
Environmental‐economic analysis of
<scp>CCUS</scp>
in a mature carbonate reservoir for oilfield decarbonization
Seyedeh Hosna Talebian, Iliya Heidari, Danial Eisazadeh +1
This study evaluates a CCUS project integrating CO2 capture from flare gas with CO2-EOR in a mature carbonate oilfield. Using LCA and cash-flow modeling, it shows annual reduction of ~46,000 tCO2e and IRR of 2.8–4.4%, highlighting dual emis…
Peer-reviewed🇨🇳 ChinaJournalAngewandte Chemie International Edition2026#CCUSDOI
Direct Electrosynthesis of Glycolate From Carbon Dioxide
X H Chen, Shuaiqiang Jia, Jianxin Zhai +10
This work reports the direct electrochemical conversion of CO2 to glycolate in aqueous media using unsaturated Cu sites, achieving a production rate of 305±24 mmol h⁻¹ g⁻¹. It represents a new product from electrocatalytic CO2 reduction, ad…
Peer-reviewed🌍 GlobalJournalChemical Engineering Journal2026#CCUSDOI
Green and blue methanol: Biomass or DAC carbon combined with SMR and Allam–Fetvedt cycle
Junghwan Kim, Junsu Kim, Matthew J. Realff
This paper examines the production of green and blue methanol by combining biomass or direct air capture (DAC) carbon with steam methane reforming (SMR) and the Allam–Fetvedt cycle for efficient CO2 capture. It evaluates the techno-economic…
Peer-reviewedJournalCANANG Jurnal Pengabdian Masyarakat2026#CCUSDOI
Edukasi Pemanfaatan Teknologi Carbon Capture Storage untuk Mitigasi Gas Rumah Kaca di SMK Migas Bumi Melayu Riau
Muhammad Ariyon, Ellyan Sastraningsih, Fitrianti Fitrianti +1
This paper reports the development and implementation of a CCS educational model for oil and gas vocational high schools in Indonesia. Through workshops and module development, it improved student and teacher understanding of CCS and GHG mi…
Peer-reviewedJournalCarbon Capture Science & Technology2026#CCUSDOI
A High-Throughput Two-Bed Eight-Step Radial Bed VPSA Process for Carbon Capture from dry flue gas
Chongye Wang, Weidong Guo, Siyuan Yin +2
This paper proposes a novel two-bed eight-step radial bed VPSA process for high-throughput carbon capture from dry flue gas. The design aims to improve efficiency and throughput, contributing to CCUS technology advancement.
Peer-reviewed🌍 GlobalJournalIET conference proceedings.2026#CCUSDOI
Advanced machine learning framework for accurate and interpretable CO <sub>2</sub> capture predictions in porous carbon materials
Bonugu Dimple, Rama Rao Karri, Kunal Achintya Reddy +3
This study proposes a machine learning framework (GBDT, XGBoost, LightGBM, stacking ensembles) to predict CO2 uptake of biomass-derived porous carbon materials. The RF+SVR stacking model achieved high predictive accuracy and identified key …
🇪🇺 EuropeJournalORBi (University of Liège)2026#CCUS
Improving techno-economic assessments of Carbon Capture and Storage (CCS) routes: inclusion of flue gas pre-treatment steps
Rafailia Mitraki, Grégoire Léonard
This paper quantifies the impact of flue gas pre-treatment steps, previously overlooked in techno-economic assessments of CCS routes, and shows that including them can lead to higher actual costs than conventional estimates, underscoring th…
Peer-reviewedJournalEnergy & Fuels2026#CCUSDOI
Complementary Effects of Coal Fly Ash and Ash-Derived Zeolite on Oil Well Cement for Carbon Capture and Storage
Roger Braun Ledesma, Giovanni dos Santos Batista, Marçal Rodrigues Pires +1
This study investigates the combined use of coal fly ash (CFA) and CFA-derived zeolite in oil well cement for CCS. Blends were tested under CO2-saturated conditions at 90°C and 15 MPa. The 5Z10CFA formulation showed improved reactivity, mic…
Preprint🌍 GlobalResearch Square2026#CCUSDOI
Assessing the Role of Bioenergy with Carbon Capture and Storage in Achieving Negative Emissions for Climate Change Mitigation
Eduardo G. Pereira, Alberto Fossà, Maria Eduardo Oliveira Rocha +5
This paper assesses the role of bioenergy with carbon capture and storage (BECCS) in achieving negative emissions for climate change mitigation. It analyzes the effectiveness and challenges of BECCS, exploring its potential contribution to …
Preprint🇺🇸 USA2025#CCUSDOI
Assessing the economic viability and scalability of carbon capture (CCS) in Louisiana : a comparative analysis of the 45Q tax credit and the EU emissions trading system
Reinsborough, Kellen Charles
This paper evaluates the economic viability of industrial CCS in Louisiana across six sectors under three policy regimes: 45Q tax credit, EU ETS, and a hybrid. Using a standardized techno-economic framework, it finds that commercial factors…
PreprintResearch Square2026#CCUSDOI
Machine learning guided cell-free expression maps the biochemical landscape of carbonic anhydrase
Lazar JT, Komp E, Martinez I +11
Carbonic anhydrases are promising for industrial carbon capture due to their high CO2 hydration rates. This paper presents a high-throughput cell-free platform with a colorimetric assay to map the fitness landscape of carbonic anhydrases. T…
Peer-reviewedJournalEnergy2026#CCUSDOI
Integrated Energy System Design for Decarbonization of Liquefied Natural Gas-Powered Ships: Coupling Oxy-Fuel Combustion with Cryogenic CO2 Capture for Enhanced Heat Recovery and Cold Energy Integration
Dhanaraj Turunawarasu, Jaafar Ballout, Mamoun Al-Rawashdeh +2
This paper proposes an integrated energy system for decarbonizing LNG-powered ships by coupling oxy-fuel combustion with cryogenic CO2 capture. It focuses on enhanced heat recovery and cold energy integration to improve efficiency and achie…