Nanophotonic particle simulation and inverse design using artificial neural networks
Abstract
New deep learning techniques may hold the key to solving intractable photonics problems.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- Jun 01, 2018
- Source ID
- 10.1126/sciadv.aar4206
Entities
People
- Brendan G. DeLacy
- Fidel Cano-renteria
- Jing Li
- John D. Joannopoulos
- John Peurifoy
- Marin Soljačić
- Max Tegmark
- Yi Yang
- Yichen Shen
Organizations
- Massachusetts Institute of Technology
- National Science Foundation
- Semiconductor Research Corporation
- United States Army
- United States Army Research Laboratory