16 citations · 35 across the 5 of their papers we have counts for
8 papers
Metalens Enhanced Ray Optics: An End-to-End Wave-Ray Co-Optimization Framework
Ziwei Zhu, Zhaocheng Liu, Changxi Zheng
We present a fully differentiable framework for seamlessly integrating wave optical components with geometrical lenses, offering an approach to enhance the performance of large-sca…
Multifunctional Meta-Optic Systems: Inversely Designed with Artificial Intelligence
Dayu Zhu, Zhaocheng Liu, Lakshmi Raju +2
Flat optics foresees a new era of ultra-compact optical devices, where metasurfaces serve as the foundation. Conventional designs of metasurfaces start with a certain structure as…
A topological encoding method for data-driven photonics inverse design
Zhaocheng Liu, Zhaoming Zhu, Wenshan Cai
Data-driven approaches have been proposed as effective strategies for the inverse design and optimization of photonic structures in recent years. In order to assist data-driven met…
Compounding meta-atoms into meta-molecules with hybrid artificial intelligence techniques
Zhaocheng Liu, Dayu Zhu, Kyu-Tae Lee +3
Molecules composed of atoms exhibit properties not inherent to their constituent atoms. Similarly, meta-molecules consisting of multiple meta-atoms possess emerging features that t…
A Hybrid Strategy for the Discovery and Design of Photonic Nanostructures
Zhaocheng Liu, Lakshmi Raju, Dayu Zhu +1
Designing complex physical systems, including photonic structures, is typically a tedious trial-and-error process that requires extensive simulations with iterative sweeps in multi…
Metasurfaces for near-eye augmented reality
Shoufeng Lan, Xueyue Zhang, Mohammad Taghinejad +4
Augmented reality (AR) has the potential to revolutionize the way in which information is presented by overlaying virtual information onto a person's direct view of their real-time…