DASHH / Research / Photon Science / Completed Projects Completed Projects Using Prior Knowledge for the Solution of Ill-Posed Inverse Problems in X-Ray Microscopy Modeling X-Ray Superfluorescence by Stochastic Differential Equations Development of Machine Learning Approaches for Solving Large Rate-Equation Systems Cost-Effective High-Performance Simulation of Next Generation Light Sources Phase Retrieval for Nuclear Resonance Scattering: A Ptychographic Approach Machine Learning Approximations for Quantum Simulations of Hydrogen-Bond Dynamics Numerical Simulation of Inverse Compton Scattering: Algorithm and Implementation