Active student projects at European Spallation Source Data Management and Software Centre
- Use MCPL and KDSource utils and ML / AI to generate "analytical" McStas source models from particle clouds
- Including Nested Mirror Optics (NMO) in the guide optimizer guide_bot
- Numerical optimization of Monte-Carlo ray-tracing simulation of neutron scattering instrumentation using McStas and McStasScript Python API
- Projects within SasView – a toolkit for analysing Small Angle Scattering data
- Improving variance reduction in McStas Union components
- Optimization of neutron guides for very long wavelengths that counteract the vertical aberrations from gravity
- Implement an image-recognition based data quality monitor
- Creating knowledge graph and estimating biases in data from photon and neutron open science cloud data portal
- Modify existing McStas optical component models to allow "reverse" raytracing from "sample" to "source"
- Improving at scale information retrieval relevancy score service for distributed search