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-reviewed🌍 GlobalJournalProgress in Energy2026#CCUSDOI
Electrochemical CO
2
Reduction to Multi-Carbon Products: a Comprehensive Review of Trends, Progress, and Prospects
Liam J. S. Anderson, Clem De Preter, Thijs Van Thillo +3
This review systematically analyzes recent advances in electrochemical CO2 reduction to multi-carbon (C2+) products, focusing on reactor design, operating conditions, electrolyte, and catalyst layer structure. It provides insights into sele…
🇺🇸 USADatasetZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Data and Code for "Supply chain carbon penalties of U.S. carbon capture deployment: An EEIO-based assessment of net abatement performance"
Gaurav Kattel
This paper provides datasets and computational scripts to quantify economy-wide emissions implications of carbon capture and storage deployment in the U.S. using a 402-sector environmentally extended input-output model. It assesses net abat…
PreprintChemRxiv2026#CCUSDOI
Artificial intelligence-empowered biochar engineering: From design fundamentals to commercialization
L Chen, Xiangzhou Yuan, Lei Feng +5
This perspective reviews AI/ML applications in biochar engineering, noting that experimental validation and data-driven design are underexplored (<5% of studies). It proposes five actionable directions: automated data extraction with LLMs, …
Peer-reviewedJournalInteractions2026#CCUSDOI
Development of a water-based carbon capturing system for sustainable CO₂ mitigation and industrial decarbonization
Udbhav Agarwal, Annapurna Boruah
This paper proposes an innovative water-based carbon capture system to efficiently reduce CO₂ emissions from industrial processes. It describes the system design and performance evaluation, exploring the potential for practical implementati…
Peer-reviewedJournalEnergy Conversion and Management2024#CCUSDOI
Comparative analysis of Benchmark and Aeon Blue Technologies for sustainable eFuel production: Integrating Direct Air Capture and Green Hydrogen approaches
Kumar A.
This paper compares Benchmark and Aeon Blue Technologies for sustainable eFuel production, integrating Direct Air Capture and Green Hydrogen. It evaluates the decarbonization impact of combining CO2 capture with green hydrogen to produce sy…
Peer-reviewed🌍 GlobalJournalThe Journal of Solid Waste Technology and Management2026#CCUSDOI
From Waste to Carbon sink: Potential of Sidoarjo mud for CO <sub>2</sub> Capture
Ade Ayu Oktaviana, A D Syafei, Yu Chen Cheng +3
This study evaluates CO2 adsorption of Sidoarjo Mud, a mineral-rich waste. Raw mud (0.11 mmol/g) outperforms pyrolyzed mud (0.09 mmol/g), highlighting pore size distribution over surface area. Demonstrates potential as a low-cost, waste-der…
Peer-reviewedJournalChemosphere2026#CCUSDOI
Waste-to-resource pathway for sewage sludge: Ultra high-surface area activated carbon with net negative carbon footprint
Dipendu Saha, Xiaochao Tang, Giovanni S. Rapposelli +6
This paper proposes a process to produce ultra high-surface area activated carbon from sewage sludge, demonstrating a net negative carbon footprint. It contributes to waste-to-resource and CCUS pathways for decarbonization.
Peer-reviewedJournalComputers and Chemical Engineering2025#CCUSDOI
Integrating solid direct air capture systems with green hydrogen production: Economic benefits and curtailment reduction
Kim S.
This paper explores the integration of solid direct air capture systems with green hydrogen production, analyzing economic benefits and curtailment reduction of renewable energy. The integration enables cost reductions and more efficient op…
Peer-reviewedJournalFuel2020#CCUSDOI
Enabling a gasification and carbon capture economy in India: An integrated techno-economic analysis
Mukherjee A.
This paper presents an integrated techno-economic analysis of gasification and carbon capture (CCUS) in India, evaluating the economic viability and policy implications for decarbonization. It highlights the potential of combining gasificat…
Peer-reviewedJournalCorrosion Science2026#CCUSDOI
The corrosion behavior of a novel 17Cr3Mn2Ni2Mo triplex stainless steel in ultra‑deep offshore carbon storage formation environment
Yang Z.
This paper investigates the corrosion behavior of a novel 17Cr3Mn2Ni2Mo triplex stainless steel in ultra-deep offshore carbon storage formation environments, providing materials science insights for improving durability of carbon storage in…
Peer-reviewedJournalEnvironmental Geotechnics2025#CCUSDOI
Geoenvironmental engineering aspects of carbon capture, utilisation, and storage
Paleologos E.K.
This paper addresses geoenvironmental engineering aspects of carbon capture, utilisation, and storage (CCUS). It likely examines subsurface storage safety, environmental impact assessment, and engineering challenges.
Peer-reviewedConferenceIptc Summit on AI for the Energy Industry Iptc 20262026#CCUSDOI
Machine Learning-Based Assessment of Impurity Effects onThermophysical Properties in CO2-Rich Mixtures for CCUS Applications
Makke M.H.
This paper proposes a machine learning-based method to assess impurity effects on thermophysical properties of CO2-rich mixtures, aiding optimization of CO2 transport and storage in CCUS applications.
Peer-reviewedJournalApplied Energy2026#CCUSDOI
Multi-objective optimisation of CCUS supply chains: Bridging economic, environmental, and safety performance
Soleymani Babadi H.
This paper proposes a multi-objective optimisation framework for CCUS supply chains, quantitatively evaluating trade-offs among economic cost, environmental impact, and safety performance. It provides an integrated approach to support CCUS …
🇺🇸 USAJournalECS Meeting Abstracts2026#CCUSDOI
Oxylus Energy: Affordable Fuels and Chemicals – without the Carbon Footprint
Jose L Alvarez, Bo Shang, Conor Rooney
Oxylus Energy's electrochemical CO2 reduction technology produces affordable green methanol. Using cobalt phthalocyanine catalysts in a membrane electrode assembly, it achieves selective conversion of CO2 to CO and methanol. With multi-kW s…
🌍 GlobalJournalECS Meeting Abstracts2026#CCUSDOI
Thermodynamics of Marine Carbon Dioxide Removal
Fabian J. Dickhardt, Michael P. Nitzsche, Simon Rufer +2
This paper develops a thermodynamic framework to estimate upper bounds on performance for Faradaic dissolved inorganic carbon (DIC) removal systems in seawater. It couples a seawater speciation model to an electrochemical framework, compari…
JournalECS Meeting Abstracts2026#CCUSDOI
<i>(Invited)</i> Carbon-Supported Molecular Complex Electrocatalysts for Selective Upgrading of Diluted Carbon Dioxide
Chia‐Yu Lin
This study develops a geopolymer-encapsulated graphene-supported cobalt phthalocyanine catalyst for converting diluted CO2 (simulated biogas) to CO. The dual functionality of the geopolymer (electrical conductivity and CO2 adsorption) enabl…
Journal2026#CCUSDOI
Microalgae for Carbon Sequestration and Wastewater Valorization
(著者不明)
This paper discusses the use of microalgae for integrated carbon sequestration and wastewater treatment, highlighting the dual benefit of CO2 capture and nutrient removal from wastewater, with potential for biomass valorization.
🌍 GlobalJournal2026#CCUSDOI
Carbon Credits and Policy Perspectives for Algal CO2 Sequestration
Md. Mirazul Islam
This chapter reviews algal-based CO2 sequestration as a sustainable CCUS method. Microalgae have photosynthetic efficiency of 40-93.7% and can fix up to 20% of CO2. Massive production on 13 million acres could capture 50 million tons of CO2…
Peer-reviewed🇨🇳 ChinaJournalEnergy2026#CCUSDOI
Thermodynamics of ideal and non-ideal solutions for monoethanolamine and 2-amino-2-methyl-1-propanol blends for shipboard carbon capture scenarios: Model comparison and regeneration-energy window
Huijin Xu, Y X Zhang, Xuelai Zhang +1
This paper compares thermodynamic models for ideal and non-ideal solutions of MEA/AMP blends used in shipboard carbon capture. It quantifies the regeneration energy window and identifies optimal operating conditions for efficient CO2 remova…
🌍 GlobalJournalECS Meeting Abstracts2026#CCUSDOI
<i>In Situ</i> NMR Spectroscopy of Nanoconfined Aqueous Electrolyte and CO <sub>2</sub> for Carbon Capture and Energy Storage
Zeke Coady, SELINA ELLEN WIESNER, Amelia Turner +2
This work uses in situ NMR spectroscopy to investigate nanoconfined aqueous electrolyte and CO2 in supercapacitors for dual carbon capture and energy storage. It reveals changes in CO2 solubility and speciation in nanoconfinement, correlati…