AMATH 563 A: Inferring Structure of Complex Systems

Spring 2023
Meeting:
MWF 11:30am - 12:20pm / CDH 110B
SLN:
10229
Section Type:
Lecture
Joint Sections:
AMATH 563 B
Instructor:
APPLIED MATH STUDENTS HAVE PRIORITY REGISTRATION; OTHERS MUST WAIT UNTIL REGISTRATION PERIOD II TO ATTEMPT SPOT.
Catalog Description:
Introduces fundamental concepts of network science and graph theory for complex dynamical systems. Merges concepts from model selection, information theory, statistical inference, neural networks, deep learning, and machine learning for building reduced order models of dynamical systems using sparse sampling of high-dimensional data. Prerequisite: AMATH 561 and AMATH 562, or instructor permission Offered: Sp.
Credits:
5.0
Status:
Active
Last updated:
April 11, 2024 - 12:38 pm