Materials
Here is a selection of notes and reviews I have developed during previous projects.
- Notes from a lecture series on network analysis: Notes on Network Science (2025)
- Mostly a quick development of pertubative methods in QFT and the Standard Model. Nice as a review: Model Scope in High-Energy Theory (2023)
- An introduction to gradient boosted decision trees with specific coverage of the XGBoost implementation of classification: Introduction to Gradient Boosted Decision Trees (2021)
- A cookbook for creating basic simulations with Geant4. The text was developed for an introductory course on particle detection methods: Cookbook for Modeling Indirect Detection Mechanisms with Geant4 (2020)
- A basic review of a one-zone model of pulsar wind nebulae dynamical evolution. Some old commentary on ongoing work: Notes on PWN One-Zone Modeling (2020)