Online simulator-based experimental design for cognitive model selection

1 code implementation • 3 Mar 2023 • Alexander Aushev, Aini Putkonen, Gregoire Clarte, Suyog Chandramouli, Luigi Acerbi, Samuel Kaski, Andrew Howes

In this paper, we propose BOSMOS: an approach to experimental design that can select between computational models without tractable likelihoods.

Experimental Design Model Selection

Interactive Causal Structure Discovery in Earth System Sciences

1 code implementation • 1 Jul 2021 • Laila Melkas, Rafael Savvides, Suyog Chandramouli, Jarmo Mäkelä, Tuomo Nieminen, Ivan Mammarella, Kai Puolamäki

We present a workflow that is required to take this knowledge into account and to apply CSD algorithms in Earth system sciences.