MATH Seminar
| Title: Bayesian Filtering Methods for Dynamic Parameter Estimation in Differential Equations |
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| Seminar: Numerical Analysis and Scientific Computing |
| Speaker: Andrea Arnold of Worcester Polytechnic Institute |
| Contact: Matthias Chung, matthias.chung@emory.edu |
| Date: 2023-10-03 at 10:00AM |
| Venue: MSC N306 |
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| Abstract: Estimating and quantifying uncertainty in unknown system parameters from partial, noisy system measurements remains a challenging inverse problem. In addition to constant parameters, a variety of systems stemming from real-world applications include unobservable parameters that change with time but have unknown evolution models. In this talk, we present several approaches using Bayesian filtering techniques to estimate time-varying parameters in deterministic dynamical systems governed by differential equations. |
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