| 1 |
1 |
Introduction and Getting Started (GitHub and VSCode) |
| 2 |
1 |
Python Crash Course |
| 2 |
2 |
Data in Python: Numpy, Pandas, and Matplotlib |
| 3 |
1 |
Machine Learning Basics 1 |
| 3 |
2 |
Machine Learning Basics 2 |
| 4 |
1 |
Types of Data in Materials Science |
| 4 |
2 |
Crystallography Crash Course and Pymatgen |
| 5 |
1 |
Object-Oriented Programming Illustrated with Pymatgen |
| 5 |
2 |
Working with APIs (Materials Project) |
| 6 |
1 |
Project Discussions |
| 6 |
2 |
Computational Materials Properties 1 |
| 7 |
1 |
Computational Materials Properties 2 |
| 7 |
2 |
Featurization of Materials 1 |
| 8 |
1 |
Featurization of Materials 2 |
| 8 |
2 |
Deep Learning 1 |
| 9 |
1 |
Deep Learning 2 |
| 9 |
2 |
Machine Learning Interatomic Potentials (MLIPs) |
| 10 |
1 |
Large-Language Models (LLMs) and Generative AI in Materials Science |
| 10 |
2 |
Student Paper Presentations |
| 11 |
1 |
Veteran’s Day (no class) |
| 11 |
2 |
Student Paper Presentations |
| 12 |
1 |
Guest Speaker |
| 12 |
2 |
Guest Speaker |
| 13 |
1 |
Guest Speaker |
| 13 |
2 |
Thanksgiving recess (no class) |
| 14 |
1 |
Guest Speaker |
| 14 |
2 |
Final project presentations (in-class) |
| 15 |
1 |
Final project presentations (in-class) |