Katsuya Shiratori is a Ph.D. candidate in Applied Physics at Rice University in Houston under the supervision of Professor Stephan Link. He received his M.S. in applied physics in 2022 from Rice University. His main research interests involved the structure-property relationship of single plasmonic nanoparticles by developing machine learning/deep learning models and finite-different time-domain (FDTD) simulations.