@inproceedings{bec57d7a780c4b319a52b9a5fe8cbacb,
title = "Autonomous Machine-Learning Framework for Interpretable Scientific Discovery in Ultrafast Nanophotonics",
abstract = "We design a machine learning framework that discovers interpretable scientific principles by guiding and generating experiments across multiple domains, finding novel ways of steering ultrafast incoherent emission from light emitting metasurfaces.",
author = "Saaketh Desai and Sadhvikas Addamane and Jeffrey Tsao and Laura Swiler and Remi Dingreville and Igal Brener and Iyer, \{Prasad P.\}",
note = "Publisher Copyright: {\textcopyright} 2025 The Authors; 2025 Conference on Lasers and Electro-Optics, CLEO 2025 ; Conference date: 04-05-2025 Through 09-05-2025",
year = "2025",
language = "English",
series = "2025 Conference on Lasers and Electro-Optics, CLEO 2025",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2025 Conference on Lasers and Electro-Optics, CLEO 2025",
address = "United States",
}