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OptoGPT: A Foundation Model for Inverse Design in Optical Multilayer Thin Film Structures
April 5, 2024, 4:43 a.m. | Taigao Ma, Haozhu Wang, L. Jay Guo
cs.LG updates on arXiv.org arxiv.org
Abstract: Optical multilayer thin film structures have been widely used in numerous photonic applications. However, existing inverse design methods have many drawbacks because they either fail to quickly adapt to different design targets, or are difficult to suit for different types of structures, e.g., designing for different materials at each layer. These methods also cannot accommodate versatile design situations under different angles and polarizations. In addition, how to benefit practical fabrications and manufacturing has not been …
abstract adapt applications arxiv cs.lg design film foundation foundation model however optical physics.optics targets type types
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