Valentin De Bortoli

De novo design of protein structure and function with RFdiffusion

Joseph L. Watson, David Juergens, Nathaniel R. Bennett et al. · Nature · 2023 · 1.6K citations · Full text

Broadly applicable and accurate protein design by integrating structure prediction networks and diffusion generative models

Joseph L. Watson, David Juergens, Nathaniel R. Bennett et al. · 2022 · 144 citations · Full text

Binder Design, Engineering, Structural Bioinformatics +21

Bayesian Imaging Using Plug & Play Priors: When Langevin Meets Tweedie

Rémi Laumont, Valentin De Bortoli, Andrés Almansa et al. · SIAM Journal on Imaging Sciences · 2022 · 78 citations

SE(3) diffusion model with application to protein backbone generation

Jason Yim, Brian L. Trippe, Valentin De Bortoli et al. · arXiv (Cornell University) · 2023 · 71 citations · Full text

Biophysical Modeling, Monomer Backbone Generation, Group Invariance +14

Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling

Valentin De Bortoli, James Thornton, Jeremy Heng · arXiv (Cornell University) · 2021 · 61 citations · Full text