Protein Structure and Sequence Generation with Equivariant Denoising Diffusion Probabilistic Models.
Namrata AnandTudor AchimPublished in: CoRR (2022)
Keyphrases
- protein structure
- denoising
- probabilistic model
- protein tertiary structure
- protein structural
- diffusion processes
- nonlinear diffusion
- molecular biology
- image denoising
- protein sequences
- protein structure prediction
- image processing
- sequence alignment
- secondary structure
- total variation
- graphical models
- amino acids
- anisotropic diffusion
- computational approaches
- psi blast
- protein structure alignment
- amino acid sequences
- diffusion process
- nuclear magnetic resonance
- tertiary structure
- expectation maximization
- conditional random fields
- protein families
- sequence analysis
- protein function
- contact map
- matrix valued
- wavelet packet