Completed
- Data: Protein Ensemble Database
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Chemically Transferable Generative Backmapping of Coarse-Grained Proteins
Automatically move to the next video in the Classroom when playback concludes
- 1 - Intro
- 2 - Glossary
- 3 - Protein Conformation and Energy Landscape
- 4 - Seminal Prior Work
- 5 - Conditional VAE Framework of Generative Backmapping
- 6 - Can Backmapping be Made Transferable?
- 7 - Proof of Concept Study
- 8 - Data: Protein Ensemble Database
- 9 - Encoder and Prior: Equivariant Message Passing
- 10 - Decoder: Backbone Reconstruction
- 11 - Encoder: Sidechain Reconstruction
- 12 - Learning Objectives
- 13 - Ablation Study 1: Transferability
- 14 - Ablation Study 2: Equivariance of the Encoder
- 15 - Ablation Study 3: Decoder Degrees of Freedom
- 16 - Diversity Metrics
- 17 - Q+A
