2 papers
stat.ME2025
A sampling method based on highest density regions: Applications to surrogate models
Jocelyn Minini, Micha Wasem
This paper introduces a practical, one-shot design-of-experiments strategy for training surrogate models in the context of uncertainty quantification. Instead of drawing the experi…
math.CO2025
Counting Nodes in Smolyak Grids
Jocelyn Minini, Micha Wasem
Using generating functions, we are proposing a unified approach to produce explicit formulas, which count the number of nodes in Smolyak grids based on various univariate quadratur…