AIMC Topic: Metal-Organic Frameworks

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Coarse-Grained Crystal Graph Neural Networks for Reticular Materials Design.

Journal of chemical information and modeling Mar 8, 2024
Reticular materials, including metal-organic frameworks and covalent organic frameworks, combine the relative ease of synthesis and an impressive range of applications in various fields from gas storage to biomedicine. Diverse properties arise from t...
Algorithms Research Design Metal-Organic Frameworks Neural Networks, Computer Artificial Intelligence
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Deep Learning Enabled SERS Identification of Gaseous Molecules on Flexible Plasmonic MOF Nanowire Films.

ACS sensors Feb 1, 2024
Through the capture of a target molecule at the metal surface with a highly confined electromagnetic field induced by surface plasmon, surface enhanced Raman spectroscopy (SERS) emerges as a spectral analysis technology with high sensitivity. However...
Deep Learning Gases Spectrum Analysis, Raman Nanowires Metal-Organic Frameworks Aldehydes
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A facile approach to preparing personalized cancer vaccines using iron-based metal organic framework.

Frontiers in immunology Jan 8, 2024
BACKGROUND: Considering the diversity of tumors, it is of great significance to develop a simple, effective, and low-cost method to prepare personalized cancer vaccines.
Animals Metal-Organic Frameworks Cancer Vaccines Neoplasms Autoantigens Antigens, Neoplasm Mice Iron
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Mn-Triggered Swing-Arm Robot Strategy Using Anemone-Like Thi@AuPd@Cu-MOFs as Signaling Probes for the Detection of T-2 Toxin.

Analytical chemistry Dec 18, 2023
Herein, we synthesized anemone-like copper-based metal-organic frameworks (MOFs) loaded with gold-palladium nanoparticles (AuPd@Cu-MOFs) and polyethylenimine-reduced graphene oxide/gold-silver nanosheet composites (PEI-rGO/AuAg NSs) for the first tim...
Robotics Electrochemical Techniques Gold Aptamers, Nucleotide Biosensing Techniques Palladium Graphite Anemone Copper T-2 Toxin Metal Nanoparticles Metal-Organic Frameworks Limit of Detection
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Bacterial metabolism-triggered-chemiluminescence-based point-of-care testing platform for sensitive detection and photothermal inactivation of Staphylococcus aureus.

Analytica chimica acta Oct 10, 2023
Post-operative pathogenic infections in liver transplantation seriously threaten human health. It is essential to develop novel methods for the highly sensitive and rapid detection of Staphylococcus aureus (S. aureus). Interestingly, the combination ...
Luminescence Metal-Organic Frameworks Magnetite Nanoparticles Hemin Staphylococcus aureus Luminol Luminescent Measurements Copper Limit of Detection Humans Point-of-Care Testing Hydrogen Peroxide
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An Integrated Food Freshness Sensor Array System Augmented by a Metal-Organic Framework Mixed-Matrix Membrane and Deep Learning.

ACS sensors Jul 14, 2022
The static labels presently prevalent on the food market are confronted with challenges due to the assumption that a food product only undergoes a limited range of predefined conditions, which cause elevated safety risks or waste of perishable food p...
Metal-Organic Frameworks Phthalic Acids Reproducibility of Results Deep Learning
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Combined Deep Learning and Classical Potential Approach for Modeling Diffusion in UiO-66.

Journal of chemical theory and computation Jun 2, 2022
Modeling of diffusion of adsorbates through porous materials with atomistic molecular dynamics (MD) can be a challenging task if the flexibility of the adsorbent needs to be included. This is because potentials need to be developed that accurately ac...
Deep Learning Adsorption Diffusion Phthalic Acids Metal-Organic Frameworks
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Towards universal neural network potential for material discovery applicable to arbitrary combination of 45 elements.

Nature communications May 30, 2022
Computational material discovery is under intense study owing to its ability to explore the vast space of chemical systems. Neural network potentials (NNPs) have been shown to be particularly effective in conducting atomistic simulations for such pur...
Catalysis Metal-Organic Frameworks Neural Networks, Computer Adsorption
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Porphyrin-based covalent organic framework as bioplatfrom for detection of vascular endothelial growth factor 165 through fluorescence resonance energy transfer.

Talanta Dec 30, 2020
A fluorescent aptasensor based on porphyrin-based covalent organic framework (p-COF) and carbon dots (CDs) was constructed for detecting vascular endothelial growth factor 165 (VEGF) and for imaging of the breast cancer cell line Michigan cancer foun...
Biosensing Techniques Quantum Dots Metal-Organic Frameworks Porphyrins Limit of Detection Humans Aptamers, Nucleotide Vascular Endothelial Growth Factor A Fluorescence Resonance Energy Transfer
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Big-Data Science in Porous Materials: Materials Genomics and Machine Learning.

Chemical reviews Jun 10, 2020
By combining metal nodes with organic linkers we can potentially synthesize millions of possible metal-organic frameworks (MOFs). The fact that we have so many materials opens many exciting avenues but also create new challenges. We simply have too m...
Particle Size Metal-Organic Frameworks Materials Testing Surface Properties Porosity Machine Learning Data Science
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