Search Results for author: Adel Mhamdi

Found 1 papers, 0 papers with code

Using Gaussian Processes to Design Dynamic Experiments for Black-Box Model Discrimination under Uncertainty

no code implementations7 Feb 2021 Simon Olofsson, Eduardo S. Schultz, Adel Mhamdi, Alexander Mitsos, Marc Peter Deisenroth, Ruth Misener

Typically, several rival mechanistic models can explain the available data, so design of dynamic experiments for model discrimination helps optimally collect additional data by finding experimental settings that maximise model prediction divergence.

Gaussian Processes

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