Stochastic emulators (generalized lambda models and stochastic PCE) approximate conditional response distributions to break the double-loop structure in RBDO and deliver computational gains in high dimensions over Kriging.
uthen, N. (2022). Sparse spectral surrogate models for deterministic and stochastic computer simulations . Ph.\ D. thesis, ETH Z\
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.CO 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
High-dimensional reliability-based design optimization using stochastic emulators
Stochastic emulators (generalized lambda models and stochastic PCE) approximate conditional response distributions to break the double-loop structure in RBDO and deliver computational gains in high dimensions over Kriging.