Managing computational complexity using surrogate models: a critical review
By Reza Alizadeh, Janet K. Allen, Farrokh Mistree. Research in Engineering Design, 2020
395 citations recorded by the source corpus.
Subfields: Computational Theory and Mathematics, Management Science and Operations Research, Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/4548a3d5a5162bead14b0e15877db90dcad37342
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In Computational Theory and Mathematics
In Management Science and Operations Research
In Statistics and Probability
Citations in the corpus
- Recent advances and applications of surrogate models for finite element method computations: a review (2022, methodology): “These engineering problems based on computer models also require the computation of thousands of simulations in order to construct a suitable solution, requiring a large computational budget (Alizadeh et al. 2020).”