Machine Learning for Material Science (a biased introduction)

Advanced course given by Stefano de Gironcoli

Term: 0

Start: 15-03-2021 End: 31-03-2021 Room: 131

Credits: 1

Schedule: Mon 16:00 - 18:00, Wed 16:00 - 18:00

Program

- 15/3/2021      Introduction and motivation (slides)

- 17/3/2021      kernel ridge regression and ... (slides)

- 22/3/2021      ... gaussian processes

- 29/3/2021     artificial neural networks (slides)

- 31/3/2021     panna code (slides) and long range interactions (slides)