PepFlow: Direct Conformational Sampling From Peptide Energy Landscapes

PepFlow: Direct Conformational Sampling From Peptide Energy Landscapes

Valence Labs via YouTube Direct link

- Summary of the Pepflow Approach

5 of 10

5 of 10

- Summary of the Pepflow Approach

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Classroom Contents

PepFlow: Direct Conformational Sampling From Peptide Energy Landscapes

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  1. 1 - Intro
  2. 2 - Boltzmann Generators
  3. 3 - Modularizing Conformation Generation
  4. 4 - Increasing Effectivity with a Hypernetwork
  5. 5 - Summary of the Pepflow Approach
  6. 6 - Training by Energy to Improve Concordance of Backbones
  7. 7 - Performance of Pepflow on SLiMs
  8. 8 - Can Pepflow Generalize to the Sampling of Macrocyclic Conformations?
  9. 9 - Conclusions
  10. 10 - Q+A

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