Bulletin of the American Physical Society
APS March Meeting 2023
Volume 68, Number 3
Las Vegas, Nevada (March 5-10)
Virtual (March 20-22); Time Zone: Pacific Time
Session TT09: ICTP-SAIFR Satellite Meeting: Network Dynamics and Synchronization
3:30 PM–5:30 PM,
Tuesday, March 21, 2023
Chair: Marcus Aguiar, UNICAMP-Univ de Campinas
Abstract: TT09.00004 : Prediction and Inference in Complex Systems
5:00 PM–5:30 PM
Presenter:
Francisco Rodrigues
(USP São Carlos, Brazil)
Author:
Francisco Rodrigues
(USP São Carlos, Brazil)
network. The functioning and evolution of these systems depend on the network's structure. For example, infectious diseases spread due to the connections between individuals. Our brain synchronizes according to the structure of connections between neurons. Since network structure affects these dynamic processes, we can use statistics and machine learning methods to make predictions and inferences about dynamic variables. In this talk, we will discuss how to predict dynamic processes, such as epidemics and synchronization, and infer the influence of the network on such processes.
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