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GPR_EI

Python code for the paper 'Multi-fidelity modeling in sequential design for stability identification in dynamic time-delay systems' https://doi.org/10.1063/1.5097934

  1. real_rho.npy: 100 by 100 true simulation responses and the corresponding design inputs can be found in the main.py
  2. SLHD.py: code for SLHD
  3. GP.py: code for Gaussian process regression (GPR)
  4. sci_tfem.py: code for tfem method for the 2nd case study
  5. main.py: code for the whole experiment and experiment settings can be found in it

The full text can be found here.