Anders Bundgård Sørensen

Efficient Generative Modelling of Protein Structure Fragments using a Deep Markov Model

Fragment libraries are often used in protein structure prediction, simulation and design as a means to significantly reduce the vast conformational search space. Current state-of-the-art methods for fragment library generation do not properly account for aleatory and epistemic uncertainty, respectiv…