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mataigao/
optogpt

2305.11984

mit

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Welcome!

This is the model for OptoGPT and OL-Transformer.

OptoGPT: A Foundation Model for Multilayer Thin Film Inverse Design

Paper: https://www.oejournal.org/article/doi/10.29026/oea.2024.240062

In this work, we introduce OptoGPT (Opto Generative Pretrained Transformer), a decoder-only transformer, to solve inverse design of multi-layer thin film structures.

OL-Transformer: A Fast and Universal Surrogate Simulator for Optical Multilayer Thin Film Structures

Paper: https://arxiv.org/abs/2305.11984

In this work, we propose the Opto-Layer (OL) Transformer to act as a universal surrogate simulator for fast and efficient simulation of multilayer thin film structures.

Code for OptoGPT: https://github.com/taigaoma1997/optogpt

Dataset for OptoGPT: https://huggingface.co/datasets/mataigao/optogpt_data