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Computing in Physics (Phy446)

Setting up

Getting Setup

Cellular Automata

Cellular Automata
Sand
Other Interesting Automata

Quantum Computing

Overview
Dirac Notation
QC Simulators
Non-atomic gates
Phase estimation
Quantum Fourier Transform
Shor’s Algorithm

Quantum Computing (extensions)

Gates
BQP in PSPACE

Ising Model

Overview
Simulating an Ising Model
Measuring the Ising Model
The Renormalization Group
Extra Credit: Simulated Annealing
- Protein Folding
Extra Credit: Parallel Tempering

Machine Learning

Overview
Hopfield Networks
Restricted Boltzmann Machines
Generative Diffusion Models

Topological Insulators

Overview
Lattices
Tight Binding Models
Topological Insulators

Index

By Bryan Clark

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