Deep neural networks in real-time coherent diffraction imaging
Ross Harder
Abstract
The potential for convolutional neural networks to provide real-time imaging capabilities for coherent diffraction imaging experiments at XFELs is discussed.
Topics & Concepts
Convolutional neural networkComputer scienceDiffractionCoherent diffraction imagingArtificial intelligenceArtificial neural networkOpticsPhysicsFourier transformQuantum mechanicsPhase retrievalAdvanced X-ray Imaging TechniquesAdvanced Electron Microscopy Techniques and ApplicationsSeismic Imaging and Inversion Techniques