Congressional Bill Policy Area Classification

This post explores machine learning models for classifying policy area of congressional bills.

2024-02-21 · 19 min · 3860 words · Hunter Heidenreich

Understanding Coulomb Matrices for Machine Learning in Chemistry

Explore the pivotal role of Coulomb matrices in representing molecular structures for machine learning. Learn about their calculation and application as a molecular descriptor in advancing computational chemistry.

2024-02-10 · 8 min · 1590 words · Hunter Heidenreich

Exploring Cu Adatom Diffusion with LAMMPSs

This post explores the simulation of Cu adatom diffusion on a Cu(100) surface using LAMMPS, suggesting its potential as a simple toy model for machine learning applications.

2023-09-27 · 12 min · 2449 words · Hunter Heidenreich

A Roadmap to Multi Arm Bandit Algorithms

A high-level summary of key questions to consider when approaching multi-arm bandit problems.

2020-11-10 · 8 min · 1639 words · Hunter Heidenreich

HyperNEAT Explained: Advancing Neuroevolution

Discover HyperNEAT, the advanced neuroevolution strategy for generating complex neural networks.

2019-01-17 · 10 min · 1963 words · Hunter Heidenreich