Sample-efficient inverse design of freeform nanophotonic devices with physics-informed reinforcement learning C Park, S Kim, AW Jung, J Park, D Seo, Y Kim, C Park, CY Park, MS Jang Nanophotonics 13 (8), 1483-1492, 2024 | 4 | 2024 |
Physics-informed reinforcement learning for sample-efficient optimization of freeform nanophotonic devices C Park, S Kim, AW Jung, J Park, D Seo, Y Kim, C Park, CY Park, MS Jang arXiv preprint arXiv:2306.04108, 2023 | 2 | 2023 |
Large-scale photonic inverse design: computational challenges and breakthroughs C Kang, C Park, M Lee, J Kang, MS Jang, H Chung Nanophotonics, 2024 | 1 | 2024 |
Towards subwavelength pixels: nanophotonic color routers for ultra-compact high-efficiency CMOS image sensors C Park, S Lee, T Lee, J Kang, J Jeon, C Park, S Kim, H Chung, MS Jang Journal of Optics 26 (9), 093002, 2024 | | 2024 |
Meent: Differentiable Electromagnetic Simulator for Machine Learning Y Kim, AW Jung, S Kim, K Octavian, D Heo, C Park, J Shin, S Nam, C Park, ... arXiv preprint arXiv:2406.12904, 2024 | | 2024 |