Training deep neural networks for the inverse design of nanophotonic structures — mentioned by LolWolf

Tue, 17 Nov 2020 21:19:29 GMT

Thanks! This is a good question; AI and DL has been used for a little bit in physical design (in a scalable way starting roughly the past few years or so). The paper has some references at the top of page 26), but [0] and [1] have decent overviews as well! ----- [0] https://www.degruyter.com/view/journals/nanoph/9/5/article-p... [1] https://pubs.acs.org/doi/10.1021/acsphotonics.7b01377 (an arXiv link is found here: https://arxiv.org/pdf/1710.04724.pdf)

Paper and discussion history. A mention is not an endorsement.

Training deep neural networks for the inverse design of nanophotonic structures · HackerPapers discussions

Training deep neural networks for the inverse design of nanophotonic structures — mentioned by LolWolf