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Speaker: Luke Evans (CCM)
Topic: Parsimonius Recovery of CryoEM Ensemble Probabilities
Abstract: Heterogeneity analysis has become a very popular area within cryo-EM. Many bespoke methods exist for estimating what protein conformations are in an experimental sample and how frequently each of these conformations show up. Here, we use a simple approach, treating the estimation as a non-parametric maximum likelihood problem, provide a quick numerical approximation along with theoretical guarantees and practical guidance in various data scenarios.