Method and device for mutually inferring composite characteristics and composite production conditions through autoencoder feature extraction

Abstract

A method for mutually inferring a complex characteristic and a complex production condition through characteristic extraction of an autoencoder according to the present invention comprises the steps in which: during complex production in which a complex is produced using multiple materials, when there is an encoder trained to calculate a latent vector from a characteristic vector indicating a target complex characteristic, and a production condition vector indicating a production condition for expressing the complex characteristic is input to the encoder, an inference unit calculates, via a first regressor, a copied latent vector copying the latent vector from the input production condition vector; and the inference unit calculates, via a decoder, a copied characteristic vector copying the characteristic vector from the copied latent vector and an experimental condition vector indicating an experimental condition for measuring the complex characteristic.

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