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SUMMARY:Sequential Bayesian Methods for Parameter Estimation and Applicati
 ons with Imaging Data - Andrea Arnold (Worcester Polytechnic Institute)
DTSTART:20230614T140000Z
DTEND:20230614T150000Z
UID:TALK202276@talks.cam.ac.uk
DESCRIPTION:Estimating and quantifying uncertainty in unknown system param
 eters from limited data remains a challenging inverse problem in many real
 -world applications. This talk will provide an overview of sequential Baye
 sian approaches for parameter estimation in deterministic dynamical system
 s\, including new methods for estimating time-varying parameters. We will 
 demonstrate the capabilities of these approaches on several applications w
 ith imaging data.
LOCATION:Seminar Room 2\, Newton Institute
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