Dr. Hyun Kwon

VOC digital twin for future health care

Dr. Kwon’s recent project on volatile organic compounds (VOCs) for disease detection and digital twin development. Read more…

Machine learning projects

An array of different biosensor chips arranged with intentional order on a matte black surface, each device showcasing unique geometries, gold-plated electrodes, and intricate micro-patterns. Some chips are mounted on small printed circuit boards, while others rest directly on the surface, framed by scattered, softly blurred engineering tools in the background. Overhead soft studio lighting produces clean, controlled reflections on the metallic traces and crisp definition of edges. Photographic realism with a slightly elevated angle and rule-of-thirds composition, creating strong contrast between the sensors and the dark backdrop. The mood is methodical and innovative, highlighting diversity in sensor design and suggesting an active research portfolio in mechanical and chemical engineering.

Biomarker identification for treatment naive African American women using machine learning. Read more

Soft sensor development for biofuel fermentation processes using machine learning techniques. Read more.