Scientific seminar "Nonpotential dynamical systems and neural network technologies"
Scientific seminar "Nonpotential dynamical systems and neural network technologies"
The event passed
24 May 2023
Location
Online
About the event
On May 24 at 19:00 p.m. (Moscow time)
Speaker: Shorokhov Sergey, associate professor of Department of Information Technology.
Topic: “Deep learning methods for solving boundary value problems with variational formulations”.
Annotation
We study approaches based on deep neural networks for solving boundary value problems for partial differential equations. Application of classical and non-classical variational principles in training neural network models that approximate solutions to boundary value problems is discussed. Examples of constructing neural network approximations for solving a boundary value problem for a second-order partial differential equation are presented.
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