1 code implementation • 19 Feb 2024 • Jonas Beck, Nathanael Bosch, Michael Deistler, Kyra L. Kadhim, Jakob H. Macke, Philipp Hennig, Philipp Berens
Ordinary differential equations (ODEs) are widely used to describe dynamical systems in science, but identifying parameters that explain experimental measurements is challenging.
1 code implementation • 21 Oct 2022 • Jonas Beck, Michael Deistler, Yves Bernaerts, Jakob Macke, Philipp Berens
To this end, many SBI methods employ a set of summary statistics or scientifically interpretable features to estimate a surrogate likelihood or posterior.