This inventor holds 3 USPTO granted patents and 1 published patent application. Top assignee: The Dow Chemical Company. Active years: 1998-2025.
Company Filing History:
Years Active: 1998-2025
Title: Innovations of John M Wassick
Introduction
John M Wassick is a notable inventor based in Midland, MI (US). He has made significant contributions to the field of technology, particularly in machine learning and process control systems. With a total of 3 patents, Wassick continues to push the boundaries of innovation.
Latest Patents
One of his latest patents is a hybrid machine learning model for code classification. This invention involves a hybrid machine learning classifier that utilizes a random forest of decision tree classifiers to predict a tariff code prefix. It also employs a plurality of expert trees to predict a tariff code suffix based on properties related to chemical components associated with the respective tariff code prefixes. The process includes determining the proportion of a dominant chemical component compared to others, calculating similarity scores for a new set of chemical components, generating a feature vector, and obtaining a predicted tariff code.
Another significant patent is a model predictive controller designed for a process control system. This system includes a real-time executive sequencer and an interactive modeler. The interactive modeler consists of both a process model and an independent disturbance model. It estimates current process states and projects future process parameter values to determine an optimized set of control changes. This innovation allows for accurate tracking of a predetermined set-point profile in a cost-effective manner.
Career Highlights
Wassick is currently employed at The Dow Chemical Company, where he applies his expertise in developing advanced technological solutions. His work has had a profound impact on the efficiency and effectiveness of various processes within the company.
Collaborations
Throughout his career, Wassick has collaborated with several talented individuals, including Patrick S McCroskey and John J McDonough. These collaborations have fostered a creative environment that encourages innovation and problem-solving.
Conclusion
John M Wassick is a distinguished inventor whose work in machine learning and process control systems has led to significant advancements in technology. His contributions continue to influence the industry and inspire future innovations.