Reservoir Thinning
Research on sparse reservoir networks that reconstruct the Lorenz attractor, connecting network thinning, spectral radius, and response diversity.
Academic experience
Applied mathematics, machine learning, and research.
- RISK Game PredictionMachine learning · Simulation · Data engineering · 17 pages
- General Conference NLPNatural language processing · Time series · Recommendation systems · 17 pages
- Predicting Movie RevenueMachine learning · Regression · Feature engineering · 6 pages
- Non-Trivial EvasionOptimal control · Dynamical systems · Mathematical modeling · 10 pages
- Non-Trivial PursuitDynamical systems · Numerical modeling · Pursuit and evasion · 10 pages
- Childhood Computational ThinkingComputational thinking · Education · Literature review · 16 pages
Python coursework
Python implementations of graph algorithms, numerical methods, Markov chains, nearest neighbors, Monte Carlo integration, and unit testing.