Patent ID: 11923044
Assignee: AMAZON TECHNOLOGIES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. A system comprising:
a first one or more electronic devices to implement a three-dimensional generation service in a multi-tenant provider network; and
a second one or more electronic devices to implement a protein sequence predictor service in the multi-tenant provider network, the protein sequence predictor service including memory storing instructions that upon execution by one or more processors of the protein sequence predictor service, cause the protein sequence predictor service to:
receive a request to predict a missing area of a protein primary sequence and a corresponding three-dimensional position of the missing area,
pass as input to a machine learning model of the protein sequence predictor service backbone Cartesian coordinates of the protein primary sequence and a protein vector of a representation of the protein primary sequence including the missing area, wherein the machine learning model is selected from the group consisting of: an attention-based machine learning model, a bidirectional long short term memory-based model, and a convolutional neural network-based model, and
obtain output of a prediction of the missing area of the protein primary sequence and the corresponding three-dimensional position of the missing area from the machine learning model, wherein the three-dimensional generation service is to generate a three-dimensional representation of the output.