Paper ID: 2410.18593

Differential Informed Auto-Encoder

Jinrui Zhang

In this article, an encoder was trained to obtain the inner structure of the original data by obtain a differential equations. A decoder was trained to resample the original data domain, to generate new data that obey the differential structure of the original data using the physics-informed neural network.

Submitted: Oct 24, 2024