AIMC Topic: Nanostructures
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Machine Learning Accelerated Discovery of Antimicrobial Inorganic Nanomaterials.
The journal of physical chemistry letters
Jun 12, 2025
The growing prevalence of infectious diseases and the increasing threat of bacterial resistance have drawn widespread attention to antimicrobial inorganic nanomaterials. However, the diversity, abundance, and complex mechanisms of these materials pre...
Using Machine Learning to Fast-Track Peptide Nanomaterial Discovery.
ACS nano
Jun 10, 2025
Peptides can serve as building blocks for supramolecular materials because of their unique ability to self-assemble, offering potential applications in drug delivery, tissue engineering, and nanotechnology. In this review, we describe peptide self-as...
Machine learning predictions of drug release from isocyanate-derived aerogels.
Journal of materials chemistry. B
May 28, 2025
This work utilized machine learning (ML) algorithms to predict and validate the drug release kinetics of a short worm-like nanostructured isocyanate-derived aerogel: the first time ML has been employed to study the drug delivery properties of this i...
Precise Detection of Carbapenem-Resistant and Hypervirulent Using MOF-Derived Bimetallic Nanocube Hybrid Nanosheet.
Analytical chemistry
May 13, 2025
Carbapenem resistance and hypervirulence represent two distinct evolutionary pathways in , posing significant challenges in clinical settings. Of particular concern are convergent strains that combine both traits, complicating timely diagnosis and tr...
Optimizing Neuroprotective Nano-structured Lipid Carriers for Transdermal Delivery through Artificial Neural Network.
Pharmaceutical nanotechnology
Jan 1, 2025
BACKGROUND: Dementia associated with Alzheimer's disease (AD) is a neurological disorder. AD is a progressive neurodegenerative condition that predominantly impacts the elderly population, although it can also manifest in younger people through the i...
Diversified Applications of Self-assembled Nanocluster Delivery Systems- A State-ofthe- art Review.
Current pharmaceutical design
Jan 1, 2022
BACKGROUND: For the nanoparticulate system and the transportation of cellular elements for the fabrication of microelectronic devices, self-assembled nanoclusters arrange the components into an organized structure. Nanoclusters reduce transcytosis an...
Machine learning-integrated omics for the risk and safety assessment of nanomaterials.
Biomaterials science
Mar 10, 2021
With the advancement in nanotechnology, we are experiencing transformation in world order with deep insemination of nanoproducts from basic necessities to advanced electronics, health care products and medicines. Therefore, nanoproducts, however, can...
Synthesis and evaluation of a novel nanosized anionic linear globular dendrimer G2-ciprofloxacin conjugate against prostate cancer.
Pakistan journal of pharmaceutical sciences
Nov 1, 2020
Prostate cancer is the second most common cancer in the world and the fifth cause of cancer deaths in men. Ciprofloxacin enables the inhabitation of the development of prostate cancer. In this regard, we plan to improve the anticancer effect of cipro...
Nanoscale Robots Exhibiting Quorum Sensing.
Artificial life
Jan 1, 2019
Multi-agent systems demonstrate the ability to collectively perform complex tasks (e.g., construction, search, and locomotion) with greater speed, efficiency, or effectiveness than could a single agent alone. Direct and indirect coordination methods ...
Three-dimensional direct laser writing of biomimetic neuron structures.
Optics express
Nov 26, 2018
Building biomimetic neuron structures that emulate the topological features of biological neural networks at multiple scales has been an active area in neuron cell culturing, neuron-chip interface and computer chip design. However, due to the fact th...
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