تقرير
Nanophotonic Inverse Design with SPINS: Software Architecture and Practical Considerations
| العنوان: | Nanophotonic Inverse Design with SPINS: Software Architecture and Practical Considerations |
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| المؤلفون: | Su, Logan, Vercruysse, Dries, Skarda, Jinhie, Sapra, Neil V., Petykiewicz, Jan A., Vuckovic, Jelena |
| سنة النشر: | 2019 |
| المجموعة: | Physics (Other) |
| مصطلحات موضوعية: | Physics - Applied Physics |
| الوصف: | A computational nanophotonic design library for gradient-based optimization called SPINS is presented. Borrowing the concept of computational graphs, SPINS is a design framework that emphasizes flexibility and reproducible results. The mathematical and architectural details to achieve these goals are presented, and practical considerations and heuristics for using inverse design are discussed, including the choice of initial condition and the landscape of local minima. Comment: - Added references in Section A.2.1 for FDFD SC-PML and symmetrizer usage - Specified GPU model for benchmarks in Figure 11 |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/1910.04829 |
| رقم الأكسشن: | edsarx.1910.04829 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |