Machine Learning for Inverse Design
Paper i proceeding, 2026
I will present an overview of our work on using machine learning for inverse design in nanophotonics, with emphasis on free-form inverse design, the use of machine learning in inverse design, physics-informed neural networks, and adaptive metamaterials.
photonic crystals
nanophotonics
metamaterials
machine learning
inverse design
Författare
Philippe Tassin
Chalmers, Fysik, Kondenserad materie- och materialteori
International Conference on Metamaterials, Photonic Crystals and Plasmonics
24291390 (eISSN)
417-
16th International Conference on Metamaterials, Photonic Crystals and Plasmonics, META 2026
Dublin, Ireland,
Dublin, Ireland,
Utveckling av nya fotoniska metaytor med hjälp av artificiell intelligens
Vetenskapsrådet (VR) (2020-05284), 2020-12-01 -- 2024-11-30.
Ämneskategorier (SSIF 2025)
Datavetenskap (datalogi)
Teknisk mekanik