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.
CN📚 Peer-reviewed · JournalACS Catalysis2026#CCUSDOI
Data-Driven Synthesis Prediction of Single-Atom Catalysts for Decarbonization and Pollution Abatement Using a Transformer-Based Framework
Ronghui Cao, Xuebing Yang, Qiang Chen +9
This study applies a transformer-based data-driven framework to predict the synthesis of single-atom catalysts for decarbonization and pollution abatement, potentially improving catalyst design efficiency.
🌍 Global📚 Peer-reviewed · JournalCORROSION2026#CCUSDOI
Corrosion of Carbon Steel in High Pressure Syngas with Low Level Additions of H2S, H2O, CO2 and O2
Thomas Joris Remans, Peter van den Brink, Bhaskar Sarkar +5
This paper systematically investigates carbon steel corrosion in syngas (CO+H2) using PTR-MS and industrial wall thickness monitoring. It finds that clean syngas gives <0.1 mm/yr corrosion, but ppb H2S strongly accelerates and ppm O2 inhibi…
📚 Peer-reviewed · JournalSub-cellular biochemistry2026#CCUSDOI
Industrial and Environmental Applications of Carbonic Anhydrases.
C. Supuran, Rashmi Pundeer, C. Capasso
Carbonic anhydrases (CAs) catalyze CO2 hydration and are promising for carbon capture, utilization, and storage (CCUS). This paper reviews industrial and environmental applications of CAs in CO2 mitigation.
📚 Peer-reviewed · JournalBioresource Technology2026#CCUSDOI
Thermotolerant Chlorella vulgaris sustains flue gas carbon capture and nitrogen oxide and sulfur oxide mitigation through thylakoid remodelling, proteostasis, and antioxidant defense
Ru‐Yin Yang, Hsiang-Hui Chou, Hsiang-Yen Su +3
This study elucidates the mechanisms by which thermotolerant Chlorella vulgaris captures CO2 and mitigates NOx/SOx from flue gas, highlighting thylakoid remodeling, proteostasis, and antioxidant defense as key adaptive processes.
📚 Peer-reviewed · JournalProcess Safety and Environmental Protection2026#CCUSDOI
Sustainable outlook for greenhouse gas mitigation via thermal and photocatalytic CH4-CO2 reforming: A review on catalysis and surface chemistry
Osarieme Uyi Osazuwa, Kim Hoong Ng
This review comprehensively summarizes progress in catalysis and surface chemistry for CH4-CO2 reforming (dry reforming) to produce syngas. It covers both thermal and photocatalytic routes, discussing their potential for greenhouse gas miti…
🇨🇳 China📚 Peer-reviewed · JournalAIChE Journal2026#CCUSDOI
Ultrafast preparation of honeycomb N‐doped carbon via flash joule heating for efficient capture of <scp> C <sub>2</sub> H <sub>4</sub> F <sub>2</sub> </scp> refrigerant
Meng Fan-peng, Ming-Shuai Sun, Wei Hui +5
This paper reports ultrafast (20 seconds) preparation of honeycomb N-doped carbon (NPC-FJH) via flash Joule heating for capturing the refrigerant C2H4F2. NPC-FJH shows high adsorption capacity (12.37 mmol g−1) and selectivity (up to 420) at…
🇨🇳 China📚 Peer-reviewed · JournalBioresource Technology2026#CCUSDOI
Microalgal ammonium assimilation and carbon mitigation in a dual-stage process integrating anaerobic treatment and a membrane photobioreactor
Guangyao Zhu, Fan Chen, Xi Zhang +3
Study on microalgal ammonium assimilation and carbon mitigation in a dual-stage process integrating anaerobic treatment and a membrane photobioreactor, aiming for simultaneous wastewater treatment and CO2 reduction.
📚 Peer-reviewed · JournalChemical Reviews2026#CCUSDOI
Nanoscale CO2 Interfacial Reactions and Their Impacts on Sustainable Carbon Management.
Young-Shin Jun, Minkyoung Jung, Ying Wang +6
This paper investigates nanoscale interfacial reactions of CO2, providing fundamental insights for sustainable carbon management. The findings may contribute to improving the efficiency of CCUS processes.
📚 Peer-reviewed · JournalWater Research2026#CCUSDOI
Stable Carbon Capture and Membrane Fouling Control in a High Load Bioflocculation Membrane Reactor (HLB-MR) via Low-Intensity Ex Situ Ultrasound: Synergistic Regulation of Extracellular Polymeric Substances, Metal Ions, and Microorganisms
Liguo Wan, Shan Yun, Lijun Zhang +5
This study demonstrates stable carbon capture and effective membrane fouling control in a high-load bioflocculation membrane reactor (HLB-MR) using low-intensity ex situ ultrasound. The ultrasound synergistically regulates extracellular pol…
📚 Peer-reviewed · ConferenceSociety of Petroleum Engineers Adipec 20252025#CCUSDOI
Experimental Determination of Triethylene Glycol (TEG) and Methanol Loss in Compressed CO2
Zhainakov T.
This study experimentally quantifies the loss of triethylene glycol and methanol in compressed CO2 streams, providing critical data for optimizing carbon capture and storage transport operations.
📚 Peer-reviewed · JournalPetroleum Science2026#CCUSDOI
A more efficient subsidy policy for CO2 enhanced oil recovery: Insights from a vertically integrated business model
Xia L.Y.
This paper analyzes the efficiency of subsidy policies for CO2-enhanced oil recovery (EOR) from a vertically integrated business model perspective. It offers insights into policy design improvements for balancing decarbonization and oil pro…
📚 Peer-reviewed · JournalChem2026#CCUSDOI
Catalytic bridges from plastic waste to carbon capture
Jin Qian, Zhe Qiang
This paper proposes a catalytic process to convert plastic waste into materials for carbon capture, addressing both waste management and CO2 reduction. While specific details are unavailable, it highlights a promising intersection of circul…
📚 Peer-reviewed · JournalChinese Journal of Catalysis2026#CCUSDOI
Anchoring single/dual metal centers on carbon nitride: Sustainable routes for greenhouse gas conversion and organic photosynthesis
Qing Lan, Su-Juan Jin, Ying-Ying Jiao +1
This paper explores anchoring single or dual metal centers on carbon nitride for sustainable routes in greenhouse gas conversion (especially CO2) and organic photosynthesis. It aims to develop novel catalytic processes for utilizing greenho…
🇺🇸 USA📚 Peer-reviewed · JournaleYLS (Yale Law School)2026#CCUS
The Legal Framework for Direct Ocean Carbon Capture and Storage (Volume 2: The United States)
Korey Silverman-Roati, Romany M. Webb
This paper reviews the U.S. legal framework for direct ocean carbon capture and storage (DOCCS), a marine carbon dioxide removal approach. It identifies risks from facility construction, water intake, and CO2 storage, emphasizing the need f…
CNPreprintarXiv2026#CCUS
Emerging Amines reshape the paradigm of urban atmospheric particle formation
Yongjian Lian, Xurong Bai, Ruoying Yuan +4
This study evaluates the role of amines from carbon capture (MEA, PZ, DEA, MDEA) in urban new particle formation (NPF). It shows that DEA and PZ can dominate NPF under polluted conditions, challenging the conventional DMA-centric paradigm. …
PreprintResearch Square2026#CCUSDOI
Hydraulic Retention Time and Electric Stimuli as Key Levers for Tailoring Mixotrophic Consortia Toward Enhanced Volatile Fatty Acid Production and Carbon Capture
Zani ACB, de Andrade AR, Reginatto V
This study demonstrates that reducing hydraulic retention time (HRT) in a continuous bioelectrochemical reactor enriches a specialized mixotrophic consortium, enhancing inorganic carbon removal by 2.6-fold and maximizing acetate production.…
🌍 GlobalbioRxiv2026#CCUSDOI
Engineered bacterial siderophore production accelerates rock weathering for carbon removal
Neil C. Dalvie, A. Jalihal, Abigail Fitzgibbon +6
This study demonstrates that engineering bacteria to overproduce siderophores significantly accelerates rock weathering, enhancing CO2 removal. It offers a bio-enhanced pathway for scalable negative emissions technologies.
🇪🇺 EuropePreprintZenodo2026#CCUSDOI
Carbon–Economic–Social Benefits of Offshore CCS in the Baltic/North Seas Across Swedish Sectors
Bouramdane, Ayat-Allah
This study, to be presented at the 2026 CCS at Sea conference, assesses the carbon reduction, economic, and social benefits of offshore CCS in the Baltic and North Seas across multiple Swedish sectors. Detailed methodology and results are n…
JournalZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
CAPTURING CO2 USING SESBANIA GRANDIFLORA ACTIVATED CARBON
Vasiraja N
This study evaluates CO2 capture performance using activated carbon derived from Sesbania grandiflora. Experiments show efficient CO2 adsorption by this biomass-based material. The findings contribute to developing low-cost and sustainable …
🌍 GlobalJournalFrontiers2026#CCUSDOI
Modelling the net capture performance of leading carbon dioxide removal technologies
Ahmed Abdulla
This thought piece models the net capture performance of leading carbon dioxide removal technologies, offering actionable insights for policymakers and investors to prioritize support for CDR deployment.