7 citations · 12 across the 4 of their papers we have counts for
4 papers
Finding the best design parameters for optical nanostructures using reinforcement learning
Iman Sajedian, Trevon Badloe, Junsuk Rho
Recently, a novel machine learning model has emerged in the field of reinforcement learning known as deep Q-learning. This model is capable of finding the best possible solution in…
Predicting resonant properties of plasmonic structures by deep learning
Iman Sajedian, Jeonghyun Kim, Junsuk Rho
Deep learning can be used to extract meaningful results from images. In this paper, we used convolutional neural networks combined with recurrent neural networks on images of plasm…
A highly efficient method for second and third harmonic generation from magnetic metamaterials
Iman Sajedian, Inki Kim, Abdolnasser Zakery +1
Second and third harmonic signals have been usually generated by using nonlinear crystals, but that method suffers from the low efficiency in small thicknesses. Metamaterials can b…
The role of current loop in harmonic generation from magnetic metamaterials in two polarizations
Iman Sajedian, Inki Kim, Abdolnasser Zakery +1
In this paper, we investigate the role of the current loop in the generation of second and third harmonic signals from magnetic metamaterials. We will show that the fact that the c…