System and method for generating realistic defective data samples

Abstract

Disclosed are systems and methods for generating realistic defective data samples. An example system for generating realistic defective data samples includes a scenario generator unit configured to generate defect scenario data. The example system includes a prompt generator unit configured to generate prompts based on the defect scenario data. The example system includes a simulator unit configured to generate simulation data based on the defect scenario data and digital twins data. The example system includes a digital twins data bank unit configured to store digital representations of real-world entities and a generative machine learning unit configured to generate a realistic defective data sample based on the simulation data and the prompts.

Dependencies are inferred from the claim text.