When can we predict how complex systems will respond to interventions?

An experiment runner compatible with the interfere package.

Inferring intervention response from time series data.

Reservoir computer classes and training algorithms

Experimental reservoir computer training algorithm to associate reservoir initial condition with training data initial conditions

Machine learning, web scraping and data analysis projects

A very simple game where you water plants

Complex network topologies in reservoir computers.

Exploring the Numenta temporal memory algorithm and a Julia implementation of the Nupic version

Assembly calculus in pure Julia

Social Health Impact of Network Effects modeled with Piecewise Deterministic Markov Process

Reservoir computer class with functionality to specialize and copy the top preforming subnetworks.

Shrike.jl: Fast approximate nearest neighbor search with random projection trees. (Benchmarks included)

Automated file writing to distribute function calls with slurm

Reservoir computing to learn soft robot dynamics

Research focused on network dynamics

Work Projects

Web Application for Textbook Checkout