This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Championx USA Inc.. 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: Peiqi Qiao and Data-Driven Oil Field Chemical Testing
Introduction
Peiqi Qiao is an inventor associated with Calgary, Canada, and ChampionX USA Inc. Qiao’s patent work focuses on applying data analysis and machine learning to the development and testing of oil field specialty chemicals.
Latest Patents
Qiao is associated with 1 patent: “Devices and Methods for Oil Field Specialty Chemical Development and Testing.” The invention describes receiving test parameters for a chemical formulation and searching historical test results to identify candidate formulations. It then uses unsupervised machine learning to cluster candidates and select representative formulations, while a supervised machine-learning predictor estimates the performance of virtual formulations.
Career Highlights
The patent reflects an approach to specialty chemical testing that combines historical data, formulation selection, and predictive modeling. These methods may help guide testing and development by using prior results to evaluate potential formulations.
Collaborations
The supplied information identifies ChampionX USA Inc. as Qiao’s company and Ming-Zhao Jin and Dingzheng Yang as coworkers. It does not specify their roles or contributions to the patent.
Conclusion
Peiqi Qiao’s patent describes a machine-learning-based framework for supporting the development and testing of oil field specialty chemicals.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile