Optimizing Startshot Lightsail Design: A Generative Network-Based Approach

Building Multifunctional Metasystems via Algorithmic Construction

(2021) Dayu Zhu et al.   ACS Nano

Tackling Photonic Inverse Design with Machine Learning

(2021) Zhaocheng Liu et al.   Advanced Science

Deep learning approach based on dimensionality reduction for designing electromagnetic nanostructures

(2020) Yashar Kiarashinejad et al.   npj Computational Materials

Photonic Metasurfaces as Relativistic Light Sails for Doppler‐Broadened Stable Beam‐Riding and Radiative Cooling

(2020) Mohammad Mahdi Salary et al.   Laser & Photonics Reviews

Inverse Design of Lightweight Broadband Reflector for Relativistic Lightsail Propulsion

(2020) Weiliang Jin et al.   ACS Photonics

Machine-learning-assisted metasurface design for high-efficiency thermal emitter optimization

(2020) Zhaxylyk A. Kudyshev et al.   Applied Physics Reviews

Deep learning for the design of photonic structures

(2020) Wei Ma et al.   Nature Photonics

Inverse design in photonics by topology optimization: tutorial

(2020) Rasmus E. Christiansen et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS

Deep neural networks for the evaluation and design of photonic devices

(2020) Jiaqi Jiang et al.   Nature Reviews Materials

Topology optimization of freeform large-area metasurfaces

(2019) Zin Lin et al.   OPTICS EXPRESS

Free-Form Diffractive Metagrating Design Based on Generative Adversarial Networks

(2019) Jiaqi Jiang et al.   ACS Nano

Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi-Supervised Learning Strategy

(2019) Wei Ma et al.   ADVANCED MATERIALS

Global Optimization of Dielectric Metasurfaces Using a Physics-Driven Neural Network

(2019) Jiaqi Jiang et al.   NANO LETTERS

Self-Stabilizing Laser Sails Based on Optical Metasurfaces

(2019) Joel Siegel et al.   ACS Photonics

Materials challenges for the Starshot lightsail

(2018) Harry A. Atwater et al.   NATURE MATERIALS

Generative Model for the Inverse Design of Metasurfaces

(2018) Zhaocheng Liu et al.   NANO LETTERS

Nanophotonic Heterostructures for Efficient Propulsion and Radiative Cooling of Relativistic Light Sails

(2018) Ognjen Ilic et al.   NANO LETTERS

Inverse design in nanophotonics

(2018) Sean Molesky et al.   Nature Photonics

Large-Angle, Multifunctional Metagratings Based on Freeform Multimode Geometries

(2017) David Sell et al.   NANO LETTERS

Optical manipulation from the microscale to the nanoscale: fundamentals, advances and prospects

(2017) Dongliang Gao et al.   Light-Science & Applications

Gamma-Ray Burst Polarimeter (GAP) aboard the Small Solar Power Sail Demonstrator IKAROS

(2014) Daisuke Yonetoku et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF JAPAN

Adjoint shape optimization applied to electromagnetic design

(2013) Christopher M. Lalau-Keraly et al.   OPTICS EXPRESS

Robust topology optimization of photonic crystal waveguides with tailored dispersion properties

(2011) Fengwen Wang et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS