USPTO: AI in Science Workflow

Overview

We have compiled a use case highlighting how NPD and SciDx can search through registered data and perform in situ analysis, returning only the results instead of the full dataset. Data from the USPTO consists of patent application data with associated metadata and in this use case we apply an AI model to find patents of interest, apply analysis of these patents, and report the results.

Objective

Run a AI model on USPTO data to find patents of interest and compute statistics without downloading the dataset.

Key Features

  • SciDx Data Staging
  • In Situ analysis using AI
  • Dataset registration and discovery through NDP