Patent ID: 11967400
Assignee: PEPTILOGICS, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G  Y | IPC G

Claim 15:
16. A tangible, non-transitory computer-readable medium storing instructions that, when executed, cause a processing device to:
present, in a first screen of a graphical user interface (GUI), a design space for a protein for an application, wherein the design space comprises a plurality of protein sequences, wherein:
each protein sequence is associated with a respective plurality of activities pertaining to the application,
the plurality of activities comprises one or more biomedical activities, biochemical activities, or some combination thereof, and
the plurality of protein sequences is generated by a machine learning model, wherein the machine learning model uses causal inference to execute at least one of a plurality of alternative scenarios to filter a superset of protein sequences and to generate the plurality of protein sequences in the design space;

present, in a second screen of the GUI, a solution space comprising a subset of the plurality of protein sequences, wherein each protein sequence contains the respective plurality of activities, wherein the second screen comprises:
a first portion presenting one or more color-coded clusters representing the subset of the plurality of protein sequences, and
a second portion presenting data pertaining to the subset of the plurality of protein sequences represented by the one or more color-coded clusters, wherein the data describes one or more objects associated with the subset of the plurality of protein sequences, and wherein the subset of the plurality of protein sequences is based on an indication that the protein sequence has not been previously generated by the machine learning model and the one or more objects comprise a candidate drug compound, an activity, an interaction, a drug, a gene, a pathway, a physical descriptor, a characteristic, an interaction, a folding property, a wave property, a stability of modification, or some combination thereof.