Physics-Guided Diffusion Models for Inverse Design
We propose a new technology that utilizes the adjoint gradient and exploits the score-based property of diffusion models to optimize the structure of optical devices.
Authors
- Jong Chul Ye (ORCID: https://orcid.org/0000-0001-9763-9609)
- Soobin Um (ORCID: https://orcid.org/0000-0002-1133-0027)
- Dongjin Seo (ORCID: https://orcid.org/0000-0002-1315-6456)
- Hsiao L. Chung (ORCID: https://orcid.org/0000-0001-8959-237X)
Institutions
- Korea Advanced Institute of Science and Technology (KR)
- Hanyang University (KR)
Publication Details
- Published
- 2024-08-04
- DOI
- https://doi.org/10.1109/cleo-pr60912.2024.10676695
- Citations
- 1
- Primary Topic
- Topology Optimization in Engineering
- Type
- article
- Field-Weighted Citation Impact
- 0.26