All Outputs (2)

Antimicrobial efficacy and mechanism of action of poly(amidoamine) (PAMAM) dendrimers against opportunistic pathogens. (2018)
Journal Article
Holmes, A. M., Heylings, J. R., Wan, K., & Moss, G. P. (2019). Antimicrobial efficacy and mechanism of action of poly(amidoamine) (PAMAM) dendrimers against opportunistic pathogens. International Journal of Antimicrobial Agents, 53(4), 500-507. https://doi.org/10.1016/j.ijantimicag.2018.12.012

The aim of this study was to investigate a range of poly(amidoamine) (PAMAM) dendrimer generations against Gram-positive and Gram-negative skin pathogens and to determine any differences in antimicrobial potency for different generations, characteris... Read More about Antimicrobial efficacy and mechanism of action of poly(amidoamine) (PAMAM) dendrimers against opportunistic pathogens..

Model fitting for small skin permeability data sets: hyperparameter optimisation in Gaussian Process Regression (2018)
Journal Article
Moss. (2018). Model fitting for small skin permeability data sets: hyperparameter optimisation in Gaussian Process Regression. Journal of Pharmacy and Pharmacology, 361-373. https://doi.org/10.1111/jphp.12863

Objectives The aim of this study was to investigate how to improve predictions from Gaussian Process models by optimising the model hyperparameters. Methods Optimisation methods, including Grid Search, Conjugate Gradient, Random Search, Evoluti... Read More about Model fitting for small skin permeability data sets: hyperparameter optimisation in Gaussian Process Regression.