DASHH / Research / Photon Science Photon Science Running Projects Quantum Simulations of Laser-Induced Electron Diffraction using Recurrent Neural Networks Development of Machine Learning Approaches for Solving Large Rate-Equation Systems Phase Retrieval in Imaging and Speech Enhancement Advanced Simulation Methodology for Optimizing Aerodynamic Lenses used for Single-Particle Diffractive Imaging Dynamic Flat-Field Correction: From Intensities to Full Wave Fields Using Prior Knowledge for the Solution of Ill-Posed Inverse Problems in X-Ray Microscopy Phase Retrieval for Nuclear Resonance Scattering: A Ptychographic Approach Modeling X-Ray Superfluorescence by Stochastic Differential Equations Cost-Effective High-Performance Simulation of Next Generation Light Sources Stochastic Phase-Space Sampling of Collective Light-Matter Interaction