Physics

Intro to Sampling using Hamiltonian Monte-Carlo

Tutorial on HMC, which uses Hamiltonian dynamics to efficiently sample from high-dimensional distributions

Random matrix theory via undergrad physics

Uses basic results from undergraduate quantum and statistical mechanics classes to explore the Gaussian Orthogonal Ensemble, one of the canonical probability distributions studied in random matrix theory.

Properties of Haar-Random Quantum States

A tutorial notebook written for fellow experimentalists in quantum information to explore some properties of random quantum states.