This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Agency for Defense Development. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2026
Title: Sangheun Shim and Dynamic Graph Neural Networks for Battlefield Threat Analysis.
Introduction
Sangheun Shim is an inventor based in Daejeon, South Korea. His work includes a patented method and device for analyzing battlefield threats using a dynamic graph neural network. Shim is associated with the Agency for Defense Development.
Latest Patents
Shim is credited with 1 patent: “Method and Device for Analyzing Battlefield Threat Based on Dynamic Graph Neural Network.” The invention describes classifying the behavior of multiple battlefield objects at a specific time using externally received battlefield information. It then predicts the probability of threats occurring between those objects and generates an analysis result that includes both the classified behavior and the predicted threat probability.
Career Highlights
Shim’s patent focuses on applying dynamic graph neural networks to battlefield analysis. By combining observed behavior with predicted threat probabilities, the proposed method aims to produce structured information for assessing interactions among battlefield objects.
Collaborations
The provided information identifies Dong Kuk Ryu and Kiwoong Park as Shim’s coworkers. Their specific roles in the patent or related work are not specified.
Conclusion
Sangheun Shim’s patent presents a dynamic graph neural network approach to classifying battlefield behavior and estimating threat probabilities, reflecting his work in defense-related innovation.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile