4 citations · 4 across the 1 of their papers we have counts for
2 papers
stat.AP2025
Multi-view Bayesian optimisation in an input-output reduced space for engineering design
Thomas A. Archbold, Ieva Kazlauskaite, Fehmi Cirak
Bayesian optimisation is an adaptive sampling strategy for constructing a Gaussian process surrogate to efficiently search for the global minimum of a black-box computational model…
stat.AP2024★ 4 cited
Variational Bayesian surrogate modelling with application to robust design optimisation
Thomas A. Archbold, Ieva Kazlauskaite, Fehmi Cirak
Surrogate models provide a quick-to-evaluate approximation to complex computational models and are essential for multi-query problems like design optimisation. The inputs of curren…