Steve Bates, Ph.D

Contents

Python Projects

A customized interface for machine learning classification algorithms

A customized tool for plotting heatmaps

Clustering methods for single-cell genomic classification

Gallery of neural style transfer results

DNA sequencing QC analysis

Simulation of laser optics in a reflective cavity


R Shiny Projects

Non-parametric hypothesis test for small data sets using random sampling

Interactive display of real-estate trends for user-selected subset of US counties and states

Virtual orrery with daily positions of planets and selected minor planets and moons over 24 year period

Oligonucleotide Tm calculator


Academic Research

"Mapping of Protein-Protein Interactions of E. coli RNA Polymerase with Microfluidic Mechanical Trapping," PLOS ONE (2014)

"Highly parallel measurements of interaction kinetic constants with a microfabricated optomechanical device, " Appl. Phys. Lett. (2009)

"Cooperativity of paired oligonucleotide probes for microarray hybridization assays," Anal. Biochem (2005)

Ph.D Thesis


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