Patent ID: 11948664
Assignee: JUST-EVOTEC BIOLOGICS, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method comprising:
performing, by a computing system including one or more computing devices having one or more processors and memory, a first training process using a first training dataset to produce a trained generating component of a generative adversarial network, the first training dataset including a first plurality of amino acid sequences of first proteins;
producing, by the computing system, a second training dataset including a second plurality of amino acid sequences of second proteins,
generating, by the computing system, an autoencoder that includes an encoding component and a decoding component, the decoding component comprising the trained generating component of the generative adversarial network;
performing, by the computing system, a second training process using the second training dataset to generate a trained version of the autoencoder, the trained version of the autoencoder including a trained version of the encoding component that generates code data, the code data representing one or more amino acid sequences of the second training dataset;
providing, by the computing system, base sequence data to the trained version of the autoencoder, the base sequence data including a first amino acid sequence of a base protein; and
generating, by the computing system, variant sequence data that includes a second amino acid sequence of a variant protein based on the code data, the second amino acid sequence having an amount of similarity with respect to the first amino acid sequence and an amount of difference with respect to the first amino acid sequence.