MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields

MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields

Valence Labs via YouTube Direct link

- Efficient machine learning on point clouds

5 of 7

5 of 7

- Efficient machine learning on point clouds

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields

Automatically move to the next video in the Classroom when playback concludes

  1. 1 - Intro
  2. 2 - Representations of clouds of particles in interaction
  3. 3 - The case of O93 for chemistry
  4. 4 - MACE: Message expansion
  5. 5 - Efficient machine learning on point clouds
  6. 6 : MACE results
  7. 7 - Q+A and Discussion

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.