Artificial Intelligence Assisted Optimization and Prediction of Absorption of Metasurfaces for Hot-Electron Generation

Raktim Sarma; Michael Goldflam; Emily Donahue; Abigail Pribisova; Sylvain Gennaro; Jeremy Wright; Igal Brener; Jayson Briscoe

Artificial Intelligence Assisted Optimization and Prediction of Absorption of Metasurfaces for Hot-Electron Generation

Raktim Sarma
, Michael Goldflam
, Emily Donahue
, Abigail Pribisova
, Sylvain Gennaro
, Jeremy Wright
, Igal Brener
, Jayson Briscoe

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

We use artificial intelligence techniques such as the genetic algorithm and convolutional neural networks for optimization and prediction of absorption spectra of plasmonic metasurfaces for enhancing hot-electron generation. The predictions of our algorithms agree well to experimental results.

Original language	English
Title of host publication	2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings
State	Published - May 1 2021
Externally published	Yes

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title = "Artificial Intelligence Assisted Optimization and Prediction of Absorption of Metasurfaces for Hot-Electron Generation",

abstract = "We use artificial intelligence techniques such as the genetic algorithm and convolutional neural networks for optimization and prediction of absorption spectra of plasmonic metasurfaces for enhancing hot-electron generation. The predictions of our algorithms agree well to experimental results.",

author = "Raktim Sarma and Michael Goldflam and Emily Donahue and Abigail Pribisova and Sylvain Gennaro and Jeremy Wright and Igal Brener and Jayson Briscoe",

year = "2021",

month = may,

day = "1",

language = "English",

isbn = "9781943580910",

booktitle = "2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings",

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TY - GEN

T1 - Artificial Intelligence Assisted Optimization and Prediction of Absorption of Metasurfaces for Hot-Electron Generation

AU - Sarma, Raktim

AU - Goldflam, Michael

AU - Donahue, Emily

AU - Pribisova, Abigail

AU - Gennaro, Sylvain

AU - Wright, Jeremy

AU - Brener, Igal

AU - Briscoe, Jayson

PY - 2021/5/1

Y1 - 2021/5/1

N2 - We use artificial intelligence techniques such as the genetic algorithm and convolutional neural networks for optimization and prediction of absorption spectra of plasmonic metasurfaces for enhancing hot-electron generation. The predictions of our algorithms agree well to experimental results.

AB - We use artificial intelligence techniques such as the genetic algorithm and convolutional neural networks for optimization and prediction of absorption spectra of plasmonic metasurfaces for enhancing hot-electron generation. The predictions of our algorithms agree well to experimental results.

UR - https://www.scopus.com/pages/publications/85120484383

M3 - Conference contribution

SN - 9781943580910

BT - 2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings

ER -

Artificial Intelligence Assisted Optimization and Prediction of Absorption of Metasurfaces for Hot-Electron Generation

Abstract

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