@inproceedings{897773ea0158426c9ccee67373f4f0e2,
title = "Differentiable freeform lens design for irradiance tailoring on tilted target plane",
abstract = "Here focus on freeform lens design for irradiance tailoring on tilted target planes based on differentiable ray tracing. Leveraging the computational graph, we develop a differentiable Monte Carlo ray tracing framework featuring a 3D coordinate rotation operator. The forward calculation within this framework can simulate the irradiance distribution on a tilted target plane generated by a freeform lens, facilitating the assessment of deviations from the desired irradiance distribution. The back-propagation efficiently acquires surface parameter gradients for optimization through the Adam optimizer. The design example demonstrates that the proposed method can effectively generate a high-quality uniform irradiance distribution on a tilted receiver.",
keywords = "LED illumination, differentiable ray tracing, freeform lens",
author = "Haisong Tang and Zexin Feng and Yi Luo",
note = "Publisher Copyright: {\textcopyright} 2024 SPIE.; Optical Design and Testing XIV 2024 ; Conference date: 13-10-2024 Through 15-10-2024",
year = "2024",
doi = "10.1117/12.3033378",
language = "English",
series = "Proceedings of SPIE - The International Society for Optical Engineering",
publisher = "SPIE",
editor = "Yongtian Wang and Kidger, {Tina E.} and Rengmao Wu",
booktitle = "Optical Design and Testing XIV",
address = "United States",
}