Research focus and scientific niche
Multiphase MHD Data-Driven Modelling
Postdoc will focus on reduced-order CFD models using POD, DMD, SINDy and ML to translate experimental observables into physics-interpretable tools - an innovation essential for industrial casting, LM reactors and fusion-technology validation.
UL infrastructure
UL’s Institute of Numerical Modelling (INM) HPC resources, data storage clusters, FST HPC access, CFD platforms etc.
Key partners
Christian Doppler Laboratory for Applied Magnetohydrodynamics (AT), Paul Scherrer Institute (CH), Helmholtz-Zentrum Dresden-Rossendorf (DE), University of Greenwich (UK)