Essays, Posts & Presentations

PINN: Physics Informed Neural Network to Predict Motion of 1D Simple Harmonic Oscillator

Shreya Arora

Author

Shreya Arora

Title

PINN: Physics Informed Neural Network to Predict Motion of 1D Simple Harmonic Oscillator

Description

PINN: Physics Informed Neural Network to Predict Motion of 1D Simple Harmonic Oscillator

Category

Essays, Posts & Presentations

Keywords

WIS22, PINN, Physics, Neural Networks

URL

http://www.notebookarchive.org/2022-01-60i2tqj/

DOI

https://notebookarchive.org/2022-01-60i2tqj

Date Added

2022-01-13

Date Last Modified

2022-01-13

File Size

1.03 megabytes

Supplements

Rights

Redistribution rights reserved

Cite this as: Shreya Arora, "PINN: Physics Informed Neural Network to Predict Motion of 1D Simple Harmonic Oscillator" from the Notebook Archive (2022), https://notebookarchive.org/2022-01-60i2tqj

PINN: Physics Informed Neural Network to Predict Motion of 1D Simple Harmonic Oscillator

Analytical solution to generate our data


Training on a traditional neural network


Structuring the physics informed net


Concluding remarks


Keywords


Acknowledgment


References


PINN: Physics Informed Neural Network to Predict Motion of 1D Simple Harmonic Oscillator

Analytical solution to generate our data

Training on a traditional neural network

Structuring the physics informed net

Concluding remarks

Keywords

Acknowledgment

References

Analytical solution to generate our data


Training on a traditional neural network


Structuring the physics informed net


Concluding remarks


Keywords


Acknowledgment


References
