Jan Philipp Thiele
Jan Philipp Thiele is a Research Software Engineer in the digital science support lab of TU Braunschweig.
Session
08-14
12:30
15min
statFEM-EUCLID.jl: Data assimilation and constitutive model discovery
Jan Philipp Thiele
A common task in solid mechanics is to select and calibrate a constitutive model for a specific material. Constitutive model discovery seeks to automate this task. The framework statFEM-EUCLID.jl provides an unsupervised approach for constitutive model discovery from sparse and noisy measurements and global reaction forces. Using UMBridge.jl, the framework treats the finite element solution as a black box, such that any finite element solver can, in principle, be linked to it.
Engineering with Julia
Room 4