Annealed fractional Lévy–Itō diffusion models for protein generation

Annealed fractional Lévy–Itō diffusion models for protein generation

Protein generation has numerous applications in designing therapeutic antibodies and creating new drugs. Still, it is a demanding task due to the inherent complexities of protein structures and the limitations of current generative models. Proteins possess intricate geometry, and sampling their conf...

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Bibliographic Details
Main Authors: Eric Paquet, Farzan Soleymani, Herna Lydia Viktor, Wojtek Michalowski
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Diffusion
Fractional
Generative model
Lévy–Itō
Noising
Protein
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037024000928

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http://www.sciencedirect.com/science/article/pii/S2001037024000928

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