Comparative machine-learning modelling and optimisation-based inverse design for the localised surface plasmon resonance of gold nanoparticles
The optical behaviour of gold nanoparticles is mainly governed by the localised surface plasmon resonance (LSPR), which forms the basis for biosensing, bioimaging, and photothermal therapy applications. Conventional electromagnetic methods predict LSPR well, but come with a high computational cost that limits the speed...