Completed Projects

• Advanced Simulation Methodology for Optimizing Aerodynamic Lenses used for Single-Particle Diffractive Imaging

• Stochastic Phase-Space Sampling of Collective Light-Matter Interaction

• 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