Part I Topics of Computational Materials Science

•   Generation of Atomic Scale Single Crystals
  • Code (Coming Soon)
  • Video (Coming Soon)
•   Molecular Dynamics Simulation of Noble Gases
  • Code (Coming Soon)
  • Video (Coming Soon)
•   Phase Field Modeling of Grain Growth
•   Modeling Corrosion Using a Cellular Automaton
•   Instationary Heat Conduction on Rectangular Domains with Arbitrary Circular Holes

Part II Topics of Deep Learning Based Materials Science

•   Transfer Learning for Alloy Classification based on Microstructure Images
•   Transfer Learning for Microstructure Image Segmentation

Part III Topics of Computational Analysis of Waves and Fluid Mechanics

•   Elastic Wave Propagation
•   Electromagnetic Wave Propagation in Dielectric Media
•   Flow Around an Obstacle Using the Lattice Boltzmann Method

Part IV Conclusions

•   Learned Lessons – Recommendations