Parameter Estimation

How to tame a vast number of combinations

  use A I to learn material properties for e.g.

  • spotwelds with different material combinations
  • composites with different fiber or matrix materials

check model validity

analyzing input space

Your model parameters look perfect, but is your model valid within your load case?

  • find sparse areas where no experimental data exist
  • check if your simulation result is covered by experimental data

  use unsupervised learning methods