NRIS Talks: Webinar on how to train machine learning models on VASP

NRIS(Norwegian Research Infrastructure Services) is organising webinars as part of it’s outreach program NRIS Talks. This is a follow up of the previous one NRIS Talks : Webinar on Introduction to VASP and how to run VASP calculation on NRIS Clusters.In this webinar we will give an introduction to machine learning potentials on VASP. We will give guidance on when to use them and how to develop them properly. A tutorial for fine tuning a foundation model (MACE) will be given, along with caveats on validation and accuracy.

Webinar Details:

How to Register:

Register here

About the webinar

The webinar will cover:

  • Machine learning potentials and their validation

  • How to fine-tune foundation models hands on example for MACE

  • Q&A

Who Should Attend

This workshop is mostly suitable for VASP users at different levels and curious to know about the machine learning potentiials on VASP.