Projects

Anomalous Diffusion

Identification of anomalous diffusion sources by unsupervised learning

Distributed NMFk

Distributed non-negative matrix factorization with determination of the number of latent features

Electrolyte solution structure with surface charge regulation

Electrolyte solution structure and its effect on the properties of electric double layers with surface charge regulation

Geographic variation of mutagenic exposures in kidney cancer genomes

Geographic variation of mutagenic exposures in kidney cancer genomes

Ionic Size effects

Classical density functional analysis of the ionic size effects on the properties of charge regulating electric double layers

Ionic solvation effects

Ionic solvation and solvent-solvent interaction effects on the charge and potential distributions in electric double layers

Multilayer Perceptron

A neural network for the determination of latent dimensionality in non-negative matrix factorization

Multivalent ionic effects

Coulombic and non-Coulombic effects in charge-regulating electric double layers

SigProfilerAssignment

Assigning mutational signatures to individual samples and individual somatic mutations with SigProfilerAssignment

SigProfilerExtractor

Uncovering novel mutational signatures by de novo extraction with SigProfilerExtractor