987 citations · 1k across the 6 of their papers we have counts for
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Design of multifunctional color routers with Kerker switching using generative adversarial networks
Jiahao Yan, Dayu Zhu, Yanjun Bao +3
To achieve optoelectronic devices with high resolution and efficiency, there is a pressing need for optical structural units that possess an ultrasmall footprint yet exhibit strong…
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…
A Generative Model for Inverse Design of Metamaterials
Zhaocheng Liu, Dayu Zhu, Sean P. Rodrigues +2
The advent of two-dimensional metamaterials in recent years has ushered in a revolutionary means to manipulate the behavior of light on the nanoscale. The effective parameters of t…