Physics Informed Neural Network

Version 1.0.0 (4.91 KB) by Muhammad Waqar
MATLAB implementation of a Physics-Informed Neural Network (PINN) to model the harmonic oscillation of a spring-mass-damper system
5.0
(2)
27 Downloads
Updated 15 Sep 2025

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>> Entirely self-contained within a single MATLAB script ('main_.m' file).
>> No external dependencies or file calls.
>> Flexibility to choose between the ADAM and L-BFGS for training.
>> Easily switch between PINN and Standard NN.

Cite As

Muhammad Waqar (2025). Physics Informed Neural Network (https://uk.mathworks.com/matlabcentral/fileexchange/182029-physics-informed-neural-network), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2021a
Compatible with R2022a and later releases
Platform Compatibility
Windows macOS Linux
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Version Published Release Notes
1.0.0