Graduate Student in Physics, University of Illinois Urbana-Champaign (2024-current)

Graduate Student in Applied Physics, Rice University (2019-2023)

M.S. in Applied Physics, Rice University (2022)

B.S. in Physics, Ritsumeikan University (2019)

Research Interests

My research interests involve the structure-property relationship of single plasmonic nanoparticles by developing machine learning/deep learning models and finite-different time-domain (FDTD) simulations.

Dissertation

Gold Nanorod Size Prediction from Spectra Assisted by Machine Learning.

Publications

K. Shiratori, L. D. C. Bishop, B. Ostovar, R. Baiyasi, Y.-Y. Cai, P. J. Rossky, C. F. Landes, and S. Link, Machine-Learned Decision Trees for Predicting Gold Nanorod Sizes from Spectra, J. Phys. Chem. C, 125 (35), 19353 (2021).