Learning Local Equivariant Representations for Large-Scale Atomistic Dynamics

Learning Local Equivariant Representations for Large-Scale Atomistic Dynamics

Valence Labs via YouTube Direct link

- Weak Scaling

9 of 10

9 of 10

- Weak Scaling

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Learning Local Equivariant Representations for Large-Scale Atomistic Dynamics

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

  1. 1 - Intro
  2. 2 - Machine Learning Potentials
  3. 3 - No Constraints, Invariance, Equivariance
  4. 4 - NequIP Generalizes Across Geometry
  5. 5 - Message Passing Networks
  6. 6 - Allegro: Strictly Local Deep Equivariant Model
  7. 7 - Importance of Locality
  8. 8 - Demonstrating Allegro Scaling Up
  9. 9 - Weak Scaling
  10. 10 - Q+A

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.