114 citations · 127 across the 3 of their papers we have counts for
4 papers
Investigation of inverse design of multilayer thin-films with conditional invertible Neural Networks
Alexander Luce, Ali Mahdavi, Heribert Wankerl +1
The task of designing optical multilayer thin-films regarding a given target is currently solved using gradient-based optimization in conjunction with methods that can introduce ad…
Playing Ping Pong with Light: Directional Emission of White Light
Heribert Wankerl, Christopher Wiesmann, Laura Kreiner +5
Over the last decades, light-emitting diodes (LED) have replaced common light bulbs in almost every application, from flashlights in smartphones to automotive headlights. Illuminat…
TMM-Fast: A Transfer Matrix Computation Package for Multilayer Thin-Film Optimization
Alexander Luce, Ali Mahdavi, Florian Marquardt +1
Achieving the desired optical response from a multilayer thin-film structure over a broad range of wavelengths and angles of incidence can be challenging. An advanced thin-film str…
Parameterized Reinforcement Learning for Optical System Optimization
Heribert Wankerl, Maike L. Stern, Ali Mahdavi +2
Designing a multi-layer optical system with designated optical characteristics is an inverse design problem in which the resulting design is determined by several discrete and cont…