Research, Resources, and Reference
Directory of pages that collate resources and references relevant to my research.
Below are pages relevant to quantum information science.
| Quantum Information Science | Link |
|---|---|
| Basic Algorithms | https://alexheilman.com/res/qis/index.html |
| Qudit (Multi-valued) Algorithms | https://alexheilman.com/res/qis/qudits.html |
| Quantum Machine Learning | https://alexheilman.com/res/qis/qml.html |
Below are pages relevant to machine learning.
| Machine Learning | Link |
|---|---|
| Neural Networks | https://alexheilman.com/res/ml/nn.html |
| Graph Neural Networks | https://alexheilman.com/res/ml/gnn.html |
| Crystal Graph Convolutional Networks | https://alexheilman.com/res/ml/cgcnn.html |
Below are pages relevant to graduate coursework.
| Note Pages | Link | Course |
|---|---|---|
| Separation of Variables for Helmholtz | https://alexheilman.com/res/gp/sov.html | Mathematical Physics |
| (Quantum) Angular Momentum Relations | https://alexheilman.com/res/gp/angular.html | Quantum Mechanics |
| (Quantum) Approximation Techniques | https://alexheilman.com/res/gp/qapprox.html | Quantum Mechanics |
| (Quantum) Scattering | https://alexheilman.com/res/gp/qscatt.html | Quantum Mechanics |
| Statistical Mechanics Reference | https://alexheilman.com/res/gp/statmech.html | Statistical Mechanics |
| Electrodynamics Reference | https://alexheilman.com/res/gp/electrodynamics.html | Classical Electrodynamics |