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Deep learning-based mixed-dimensional Gaussian mixture model for characterizing variability in cryo-EM

Muyuan Chen, Steven J. Ludtke

2021Nature Methods203 citationsDOIOpen Access PDF

Topics & Concepts

Mixture modelRepresentation (politics)Flexibility (engineering)Computer scienceBiological systemGaussianRange (aeronautics)Gaussian network modelVisualizationArtificial neural networkStatistical physicsAlgorithmManifold (fluid mechanics)Sampling (signal processing)Molecular biophysicsMacromoleculeArtificial intelligenceConformational ensemblesMolecular dynamicsParticle (ecology)Gaussian processComplement (music)Protein structureBiomolecular structureChemistryGaussian functionPattern recognition (psychology)SoftwareMoleculeSpace (punctuation)Scale (ratio)PhysicsCharacterization (materials science)Complex systemData miningAdvanced Electron Microscopy Techniques and ApplicationsEnzyme Structure and FunctionMachine Learning in Materials Science
Deep learning-based mixed-dimensional Gaussian mixture model for characterizing variability in cryo-EM | Litcius