ENBIS-24 Leuven Conference

Session

Design of experiments 2

17 Sept 2024, 15:05

Leuven, Belgium

Conveners

Design of experiments 2

• David Steinberg (Tel Aviv University)

37. Generalizing the Generalized Variance Criterion for Simultaneous Prediction

Helmut Waldl (Johannes Kepler University Linz)

17/09/2024, 15:05

DoE

In this talk, the problem of selecting a set of design points for universal kriging,
which is a widely used technique for spatial data analysis, is further
investigated. We are interested in optimal designs for prediction and present
a new design criterion that aims at simultaneously minimizing the variation
of the prediction errors at various points. This optimality criterion is based
on...

130. NeuroBayes Design Optimizer (NBDO)

Theodoros Ladas (King's College London)

17/09/2024, 15:25

DoE

Finding an optimal experimental design is computationally challenging, especially in high-dimensional spaces. To tackle this, we introduce the NeuroBayes Design Optimizer (NBDO), which uses neural networks to find optimal designs for high-dimensional models, by reducing the dimensionality of the search space. This approach significantly decreases the computational time...