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Found 3 papers, 1 papers with code
OL-Transformer: A Fast and Universal Surrogate Simulator for Optical Multilayer Thin Film Structures
Deep learning-based methods have recently been established as fast and accurate surrogate simulators for optical multilayer thin film structures.
OptoGPT: A Foundation Model for Inverse Design in Optical Multilayer Thin Film Structures
Optical multilayer thin film structures have been widely used in numerous photonic applications.
Automated Optical Multi-layer Design via Deep Reinforcement Learning
In this work, we frame the multi-layer optical design task as a sequence generation problem.
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