MATE70026 ยท Imperial College London

Artificial Intelligence for Materials

A module in the Department of Materials at Imperial College London, led by Aron Walsh.

The module covers how composition, structure and property information can be represented for machine learning, and how to build, train and evaluate models using open tools and public datasets. Recent developments, including generative models, large language models and autonomous laboratories, also feature.

  1. LecturesOpen in the browser for the live demos, or download the PDF
  2. LabsHands-on notebooks to open in Google Colab