Olivier Trottier

Generating Structural Ensembles of Disordered Proteins with Diffusion Models

Generative models of protein structures have accelerated scientific discovery. However, the leading structure-prediction models are trained primarily on crystal structures, limiting their ability to sample the conformations of intrinsically disordered proteins (IDPs). All-atom molecular dynamics (MD) simulations can pr...

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