Robust Freeform Metasurface Design Based on Progressively Growing Generative Networks
| Autor: | Jonathan A. Fan, Fufang Wen, Jiaqi Jiang |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
Artificial neural network
business.industry Computer science Self attention Inverse 02 engineering and technology Function (mathematics) 021001 nanoscience & nanotechnology 01 natural sciences Atomic and Molecular Physics and Optics Electronic Optical and Magnetic Materials 010309 optics 0103 physical sciences Artificial intelligence Electrical and Electronic Engineering 0210 nano-technology business Realization (systems) Generative grammar Biotechnology |
| Zdroj: | ACS Photonics. 7:2098-2104 |
| ISSN: | 2330-4022 |
| DOI: | 10.1021/acsphotonics.0c00539 |
| Popis: | A longstanding objective of machine learning-enabled inverse design is the realization of inverse neural networks that can instantaneously output a device given a desired optical function. For comp... |
| Databáze: | OpenAIRE |
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