Physics-informed Transformer Model for the Design of Wavelength-filtering Ring Resonator
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arXiv
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| Autores principales: | , , , |
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| Formato: | Preprint |
| Publicado: |
2025
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| Acceso en línea: | |
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| _version_ | 1866917997242744832 |
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| author | Lim, Yu Dian Wan, Feng Shuo Wan, Ren Jie Tan, Chuan Seng |
| author_facet | Lim, Yu Dian Wan, Feng Shuo Wan, Ren Jie Tan, Chuan Seng |
| contents | We have developed a physics-informed transformer model to suggest design parameters in wavelength-filtering ring resonator, that suit a given pair of resonant wavelengths with <6 nm errors. The model provides a versatile method for rapid and accurate design of resonators corresponding to various resonant wavelengths. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2504_17144 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Physics-informed Transformer Model for the Design of Wavelength-filtering Ring Resonator Lim, Yu Dian Wan, Feng Shuo Wan, Ren Jie Tan, Chuan Seng Optics Applied Physics We have developed a physics-informed transformer model to suggest design parameters in wavelength-filtering ring resonator, that suit a given pair of resonant wavelengths with <6 nm errors. The model provides a versatile method for rapid and accurate design of resonators corresponding to various resonant wavelengths. |
| title | Physics-informed Transformer Model for the Design of Wavelength-filtering Ring Resonator |
| topic | Optics Applied Physics |
| url | https://arxiv.org/abs/2504.17144 |