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Differential Informed Auto-Encoder
Jinrui Zhang · 2024-10-24 · via cs.LG updates on arXiv.org

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.

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