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Gaussian processes and inference for dynamical systems

Mini Symposium

Organizers: John Fricks
10:40 – 11:00 – Gaussian processes for the inference of partially known mechanistic models used for clinical trial / Presenting author: Julien Martinelli.

11:00 – 11:20 – Curve registration for mechanistic models: application for treatment effect analysis / Presenting author: Quentin Clairon.

11:20 – 11:40 – Manifold-constrained Gaussian processes for estimating and assessing differential equation models / Presenting author: Samuel Wong.

11:40 – 12:00 – Parameter stimation for ordinary differential equations with time warping / Presenting author: John Fricks.