Skip to content

This repository deals with solving partial differential equations using Machine Learning.

License

Notifications You must be signed in to change notification settings

sm823zw/Differential-Equations-using-Machine-Learning

Repository files navigation

Differential Equations using Machine Learning

This repository deals with solving partial differential equations using Machine Learning. Currently, it contains the code to solve non-linear equations such as Burger's equation, and Navier-Stokes equation which are widely used in fluid mechanics.

Burger's Equation -

image image image

Following is the output comparison between the actual and predicted output at given time instants (Burger's Equation)

alt text alt text Loss curve image image

Navier-Stokes Equation -

image image Loss curve

Schrodinger Equation -

image

About

This repository deals with solving partial differential equations using Machine Learning.

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published