Nanogels as Pharmaceutical Carriers: Finite Networks of Infinite Capabilities

Polymeric Nanogels as Gene Carriers

Pharmaceutical Particulate Carriers: Lipid - Based Carriers

Drug delivery research areas is continuously broaden and modified as a results of the realization of many factors (such as poor drug solubility and/or absorption, rapid metabolism, high fluctuation in the drug plasma level and variability) adversely affect in-vivo results, in conventional drug delivery system. Lipids are one of the basic building blocks of biological membranes. Nanoscale-based ...

Computing with Finite and Infinite Networks

Using statistical mechanics results, I calculate learning curves (average generalization error) for Gaussian processes (GPs) and Bayesian neural networks (NNs) used for regression. Applying the results to learning a teacher defined by a two-layer network, I can directly compare GP and Bayesian NN learning. I find that a GP in general requiresO(ds)-training examples to learn input features of or...

Biomaterials as Pharmaceutical Carriers in Microfabricated and Nanoscale Devices

The emergence of microand nanoscale science and engineering has provided new avenues for engineering materials with macromolecular and even molecular-scale precision, leading to diagnostic and therapeutic technologies that will revolutionize the way healthcare is administered. Biomaterials have evolved from off-the-shelf products to materials designed with molecular precision to exhibit the des...

Finite and infinite hypercubes as direct products