Inverse magneto-conductance design by automatic differentiation
Fuente:
arXiv
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| Autores principales: | , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866915052279300096 |
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| author | Hirasaki, Yuta Inui, Koji Saitoh, Eiji |
| author_facet | Hirasaki, Yuta Inui, Koji Saitoh, Eiji |
| contents | Magneto-conductance in thin wires often exhibits complicated patterns due to the quantum interference of conduction electrons. These patterns reflect microscopic structures in the wires, such as defects or potential distributions. In this study, we propose an inverse design method to automatically generate a microscopic structure that exhibits desired magneto-conductance patterns. We numerically demonstrate that our method accurately generates defect positions in wires and can be effectively applied to various complicated patterns. We also discuss techniques for designing structures that facilitate experimental investigation. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2409_02009 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Inverse magneto-conductance design by automatic differentiation Hirasaki, Yuta Inui, Koji Saitoh, Eiji Materials Science Mesoscale and Nanoscale Physics Quantum Physics Magneto-conductance in thin wires often exhibits complicated patterns due to the quantum interference of conduction electrons. These patterns reflect microscopic structures in the wires, such as defects or potential distributions. In this study, we propose an inverse design method to automatically generate a microscopic structure that exhibits desired magneto-conductance patterns. We numerically demonstrate that our method accurately generates defect positions in wires and can be effectively applied to various complicated patterns. We also discuss techniques for designing structures that facilitate experimental investigation. |
| title | Inverse magneto-conductance design by automatic differentiation |
| topic | Materials Science Mesoscale and Nanoscale Physics Quantum Physics |
| url | https://arxiv.org/abs/2409.02009 |