Mohammed Humayun Kabir

Title: Innovations of Mohammed Humayun Kabir

Introduction

Mohammed Humayun Kabir is an accomplished inventor based in Seattle, WA. He holds a total of 4 patents that showcase his expertise in outlier detection and material characterization. His innovative contributions have significantly impacted the fields of data analysis and material science.

Latest Patents

One of his latest patents is titled "Outlier detection and management." This invention involves a method, apparatus, system, and computer program products for managing a set of outliers in test data. A computer system analyzes a set of features derived from the test data using different outlier detection methods to generate a result of the set of outliers identified by these methods. The test data is obtained from testing a physical structure, and the computer system determines a causality for the set of outliers in the result. The physical structure is then retested with a set of changes determined using the causality identified for the outliers, generating new test data for the physical structure.

Another significant patent is the "Material characterization system and method." This invention provides a method, apparatus, system, and computer program product for estimating material properties. A computer system identifies training data comprising results of testing samples for a set of materials over a range of loads applied to the samples. The system trains a machine learning model to output the material properties for materials in structures using the training data.

Career Highlights

Throughout his career, Mohammed Humayun Kabir has worked with notable organizations, including The Boeing Company and the University of Washington. His experience in these institutions has allowed him to develop and refine his innovative ideas.

Collaborations

He has collaborated with several professionals in his field, including Alan Douglas Byar and Todd Clayton DePauw. These collaborations have contributed to the advancement of his research and inventions.

Conclusion

Mohammed Humayun Kabir's contributions to innovation through his patents in outlier detection and material characterization demonstrate his significant impact on technology and engineering. His work continues to influence the way data is analyzed and materials are understood.