PhD Topics

PhD Topic Overview

1. Using Prior Knowledge for the Solution
   of Ill-Posed Inverse Problems in X-Ray Microscopy
    
2. Big Data Challenges in X-Ray Microscopy at the Photon Limit
   (Lensless X-Ray Microscopy at the Photon Limit)
    
3. Deep Learning for X-ray Phase Contrast Tomography <DeepPhaseX>
    
4. Phase Retrieval in Imaging and Speech Enhancement
    
5. New visual analytics approaches for volume data time series in materials science
    
6. Advanced Simulation Methodology for Optimizing Aerodynamic Lenses
   used for Single-Particle Diffractive Imaging
    
7. Mixed Reality User Interfaces for Operating Particle Accelerators and Laser Facilities
    
8. Protein Dynamics under Non-Ambient Conditions
    
9. Statistics of Generative Machine Learning Models in Physics
    
10. Towards Predictive Maintenance for the Optical Synchronisation System
    at the European XFEL
     
11. Search for the standard model Higgs boson in the bbH production Mode
    with Deep Neural Networks at CMS
     
12. New Algorithmic Approaches to Macromolecular Crystallographic Analysis