Work

Differential Informed Auto-Encoder

Year: 2024
Type: preprint
Abstract: 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.
Language: English
Open Access status: green
OpenAlex ID: W4404306956
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Related to: 10