Neural operator-based surrogate solver for free-form electromagnetic inverse design

Y Augenstein, T Repan, C Rockstuhl - ACS Photonics, 2023 - ACS Publications
Neural operators have emerged as a powerful tool for solving partial differential equations in
the context of scientific machine learning. Here, we implement and train a modified Fourier …

Reparameterization approach to gradient-based inverse design of three-dimensional nanophotonic devices

E Gershnabel, M Chen, C Mao, EW Wang… - ACS …, 2022 - ACS Publications
We propose a three-dimensional freeform nanophotonic platform in which wavelength-scale
domains comprise basic geometric structures with explicitly defined dimensions, positions …

Illustrated tutorial on global optimization in nanophotonics

P Bennet, D Langevin, C Essoual, A Khaireh-Walieh… - JOSA B, 2024 - opg.optica.org
Numerical optimization for the inverse design of photonic structures is a tool that is providing
increasingly convincing results—even though the wave nature of problems in photonics …

Bringing metasurfaces to analytical lens design: stigmatism and specific ray mapping

J Borne, C Bouillon, M Piché, S Thibault - Optics Express, 2024 - opg.optica.org
We propose a method to design the exact phase profile of at least one metasurface in a
stigmatic singlet that can be made to implement a desired ray mapping. Following the …

Snapshot Mueller spectropolarimeter imager

T Dai, T Phan, EW Wang, S Kwon, J Son… - Microsystems & …, 2023 - nature.com
We introduce an imaging system that can simultaneously record complete Mueller
polarization responses for a set of wavelength channels in a single image capture. The …

Deep-learning-empowered inverse design for freeform reconfigurable metasurfaces

C Liu, F Yang, M Li, S Xu - arXiv preprint arXiv:2211.08296, 2022 - arxiv.org
The past decade has witnessed the advances of artificial intelligence with various
applications in engineering. Recently, artificial neural network empowered inverse design …

Quasi-Freeform Metasurfaces for Wide-Angle Beam Deflecting and Splitting

Q Zhang, D Liu, S Zhou, G Chen, J Su, L Sun, Y Xiong… - Nanomaterials, 2023 - mdpi.com
Metasurfaces attracted extensive interests due to their outstanding ability to manipulate the
wavefront at a subwavelength scale. In this study, we demonstrated quasi-freeform …

Algorithm-Driven Paradigms for the Optimization and Simulation of Photonic Devices

M Chen - 2023 - search.proquest.com
The world has witnessed transformative advancements in photonics, encompassing a broad
range of applications from AR/VR glasses to LiDAR technology employed in self-driving …

[引用][C] Inverse design of free-form nanophotonic devices

MSY Augenstein