Michael M Kirka

Title: Michael M. Kirka: Innovator in Computed Tomography

Introduction

Michael M. Kirka is a notable inventor based in Knoxville, TN (US). He has made significant contributions to the field of nondestructive evaluation (NDE) through his innovative patent. His work focuses on improving the quality of computed tomography (CT) reconstructions, which is crucial for detecting defects in various objects.

Latest Patents

Kirka holds a patent titled "System and method for artifact reduction of computed tomography reconstruction leveraging artificial intelligence and a priori known model for the object of interest." This patent addresses the challenges posed by artifacts in CT imaging, particularly beam-hardening artifacts that complicate defect detection. By utilizing computer-aided design (CAD) models and deep neural networks, his invention enhances the quality of CT reconstructions, leading to better defect detection compared to existing methods. He has 1 patent to his name.

Career Highlights

Michael M. Kirka is associated with UT-Battelle, Inc., where he applies his expertise in artificial intelligence and CT technology. His work has been instrumental in advancing the capabilities of nondestructive evaluation techniques, making significant strides in the field.

Collaborations

Kirka collaborates with talented individuals such as Amir Ziabari and Singanallur Venkatakrishnan. Their combined efforts contribute to the innovative solutions being developed in the realm of computed tomography.

Conclusion

Michael M. Kirka's contributions to the field of computed tomography through his innovative patent demonstrate his commitment to enhancing nondestructive evaluation techniques. His work not only addresses existing challenges but also paves the way for future advancements in the industry.