Hello. I’m Katsuya!

Ph.D. candidate in Applied Physics Graduate Program at Rice University, working at Link Research Group.

Research Interests(5/10/2023)

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.


  1. 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). View article

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Previous Researches

The interaction of gold nano structures with different laser polarizations in COMSOL simulation