A0821
Title: Recent advances in parameter estimation and model selection of differential equations with application for digital twins
Authors: Itai Dattner - University of Haifa (Israel) [presenting]
Abstract: A Digital Twin is a virtual representation of a physical entity designed to capture its dynamics in as much detail as possible. This allows for better design, prediction, and control of physical entities over their lifetime. Differential equations are a powerful mathematical tool to describe dynamic processes and thus play an essential role in the development of Digital Twins. Recent advances will be reviewed in parameter estimation and model selection of differential equations, discussing statistical theory, methodology, and applications to real data.
