0000-0002-5834-2893 About
I am a Postdoctoral researcher working in the fields of spectroscopy, chemometrics, machine learning, and analytical science. My research focuses on developing data-driven methods for analyzing complex chemical and biological systems using spectroscopic techniques, including Raman, NIR, hyperspectral imaging, and surface-enhanced Raman spectroscopy (SERS). My interests include multivariate data analysis, deep learning, explainable artificial intelligence, sensor development, environmental monitoring, food safety, and biomedical applications. I am committed to advancing innovative analytical approaches that improve the accuracy, interpretability, and practical applicability of spectroscopic measurements.
Employment
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Chungnam National University Post-Doctoral Researcher2024 - Present
Education
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Chungnam National University Doctoral2018 - 2024
Projects & Funding
Projects & funding information is unavailable.
Publications (13)
- Deep learning–driven non-destructive quantification of chlorophyll and antioxidant activity in therapeutic plant powders using FT-IR spectroscopy Save
- Monitoring of moisture content in meat emulsion using an SWIR hyperspectral imaging system Save
- Non‐Destructive Analysis of Phenolic and Flavonoid Contents in Medicinal Plant Powders Using Hyperspectral Imaging and Variable Selection Save
- Advancements in 3D field-crop phenotyping using point clouds: a comparative review of sensor technology, target traits, and challenges under controlled and field conditions Save
- Recent advances in plant imaging technology: a concise review Save
- A qualitative method for detecting microplastics in liquid herbal medicine using gold nanoparticle SERS substrates Save
- Detection and classification of microplastics in green tea using SERS with gold nanoparticle substrates integrating chemometrics and deep learning Save
- l-Cysteine-Modified Carbon Dots Derived from Hibiscus rosa-sinensis for Thiram Pesticides Identification on Edible Perilla Leaves Save
- Rapid and ultrasensitive detection of thiram and carbaryl pesticide residues in fruit juices using SERS coupled with the chemometrics technique Save
- Trace level detection of melamine and cyanuric acid extracted from pet liquid food (milk) using a SERS Au nanogap substrate Save