2 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.LG2024★ 2 cited
Meent: Differentiable Electromagnetic Simulator for Machine Learning
Yongha Kim, Anthony W. Jung, Sanmun Kim +12
Electromagnetic (EM) simulation plays a crucial role in analyzing and designing devices with sub-wavelength scale structures such as solar cells, semiconductor devices, image senso…
physics.optics2023
Design parameters of free-form color routers for subwavelength pixelated CMOS image sensors
Sanmun Kim, Chanhyung Park, Shinho Kim +2
Metasurface-based color routers are emerging as next-generation optical components for image sensors, replacing classical color filters and microlens arrays. In this work, we repor…
physics.comp-ph2023
Physics-informed reinforcement learning for sample-efficient optimization of freeform nanophotonic devices
Chaejin Park, Sanmun Kim, Anthony W. Jung +6
In the field of optics, precise control of light with arbitrary spatial resolution has long been a sought-after goal. Freeform nanophotonic devices are critical building blocks for…